Tecnologia Amostragem - Trab Pratico AAS E AES

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UERJ - UNIVERSIDADE DO ESTADO DO RIO DE JANEIRO
IME – INSTITUTO DE MATEMÁTICA E ESTATÍSTICA
Disciplina: Tecnologia da Amostragem I (2013.1)
Professor: Eduardo Campos
Trabalho Prático
Tecnologia da Amostragem I
Aluno(a)/Matrícula
Gulliver Augusto Sampaio 
Tânia Souza 
Hosana Rachel 
JULHO – 2013
Implemente no excel o algoritmo de Hajek para selecionar uma AAS, e utilize seu programa para obter uma AAS de tamanho 50.
Com as informações do arquivo “fazendas.xlsx” foi feita uma nova planilha de dados e implementado em VB um código para gerar uma determinada amostra pelo algoritmo de Hajek que consiste em atribuir um número a cada observação de forma aleatória, em seguida, organizam-se estes dados em ordem crescente e alocam-se as primeiras “n” observações (sendo n = tamanho da amostra). O código utilizado e a tabela gerada se encontram no anexo I e II, respectivamente.
Usando a amostra da questão 1:
Calcule as estimativas de quantidade de cana total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
Calcule as estimativas de receita total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
Para o cálculo das questões 2 e 3 foram utilizadas a estimação de médias e totais sob AAS, conforme o quadro abaixo:
Além do cálculo do estimador da variância dos estimadores da média e total, para chegarmos ao erro-padrão e CV:
Foram obtidos os seguintes resultados:
Questão 2:
	Estimativa de Cana por Fazenda
	Total
	Média
	Estimativa
	 1.444.003,60 
	 4.272,20 
	Variância
	 9.716.754.274,32 
	 85.052,64 
	Erro-Padrão
	 98.573,60 
	 291,64 
	Coef. Variação
	6,83%
	6,83%
Questão 3:
	Estimativa de Receita por Fazenda
	Total
	Média
	Estimativa
	 33.859.346,04 
	 100.175,58 
	Variância
	 5.249.984.339.604,27 
	 45.954.136,23 
	Erro-Padrão
	 2.291.284,43 
	 6.778,95 
	Coef. Variação
	6,77%
	6,77%
Calcula a estimativa da proporção de fazendas cuja área é maior do que 100, com as respectivas estimativas de erro-padrão e CV.
Para este cálculo foi necessário adicionar uma nova coluna à amostra selecionada, da variável a que representa o atributo de interesse (área > 100) e suas unidades de inclusão: pertinência (a=1) ou não (a=0) à categoria. A tabela se encontra no anexo III.
Para estimar P, teremos sob AAS:
Para o cálculo do estimador da variância dos estimadores proporção, e obter-se o erro-padrão e CV:
Foram encontradas as seguintes estimativas:
	Estimativa de Área por Fazenda (A>100)
	 
	Estimador de P
	 0,10 
	Variância
	 0,00157 
	Erro-Padrão
	 0,03956 
	Coef. Variação
	39,56%
Obtenha a estimaativa da quantidade de cana plantada por unidade de área, com as respectivas estimativas de erro-padrão e CV:
A estimativa é dado pelo cálculo da razão entre a soma da quantidade de cana e soma das áreas das fazendas, representada pela fórmula:
Onde yi representa a quantidade de cana e xi a área de cada fazenda.
Estimador da variância de 
Foram obtidos os seguintes resultados:
	Estimativa de Área por Fazenda (A>100)
	 
	Razão
	 68,20 
	Variância
	 6,22 
	Erro-Padrão
	 2,49 
	Coef. Variação
	3,66%
Defina 2 estratos de acordo com a variável AREA: AREA>100 e AREA ≤100. Selecione uma AES de tamanho 50, utilizando a alocação de amostra ótima (sem considerar custo), estime os parâmetros referidos nas questões 2 e 3, com as respectivas estimativas de erro padrão e CV.
A população foi estratificada de acordo com os parâmetros definidos no enunciado, obteve-se o estrato I com 304 observações (área menor ou igual a 100) e o estrato II (área > 100) com 34 observações. Para uma alocação mais eficiente possível utulizamos a fórmula:
Seguem os resultados:
	Cálculo da Proporção Ótima:
	
	
	
	Tamanho:
	
	
	Estrato I....:
	304
	
	Estrato II...:
	34
	
	
	
	
	Desvio Padrão (Área)
	
	Estrato I....:
	 20,29 
	
	Estrato II...:
	 42,69 
	
	
	
	
	Tamanho da Amostra:
	50
	
	
	
	Selecionar de cada Estrato
	Estrato I....:
	 40,48 
	
	Estrato II...:
	 9,52 
	
Após feito esse cálculo, foi regerado uma nova amostra utilizando o algoritmo de Hajek similar ao da questão 1, entretanto retiramos 40 observações do estrato I e 10 observações do estrato II. A AES e o código utilizado se encontram nos anexos IV e V, respectivamente.
Considerando uma AAS em cada estrato, foi utilizada a seguinte fórmula para encontrar a média e o total da quantidade de cana e receita por fazenda, além da variância:
Estimativas encontradas para a quantidade de cana e receita das fazendas:
	Quantidade de Cana
	
	
	
	
	
	
	
	
	
	
	
	Média (Amostra)
	Nh
	nh
	Estimativa Total Populacional
	Estimativa Média Populacional
	Estrato I....:
	 3.464 
	304
	40
	 1.053.200,40 
	 3.115,98 
	Estrato II...:
	 8.970 
	34
	10
	 304.969,80 
	 902,28 
	Total........:
	 
	338
	 50 
	 1.358.170,20 
	 4.018,26 
	
	Var (Amostra)
	Nh
	nh
	Est. Var Total
Populacional
	Est Var Média
Populacional
	Estrato I....:
	 3.055.397 
	304
	40
	 6.130.349.003 
	 53.660 
	Estrato II...:
	 17.194.735 
	34
	10
	 1.403.090.349,71 
	 12.281,52 
	Total........:
	 
	 338 
	 50 
	 7.533.439.352,24 
	 65.941,66 
	
	
	
	
	
	
	Quantidade de Cana
	
	
	
	
	Global
	Total
	Média
	
	OBS: Nh = População em cada estrato
	Erro-Padrão
	 86.795,39 
	 256,79 
	
	 nh = Amostra em cada estrato
	CV
	6,39%
	6,39%
	
	
	
	Receita
	
	
	
	
	
	
	
	
	
	
	
	
	Média
	Nh
	nh
	Estimativa Total Populacional
	Estimativa Média Populacional
	Estrato I....:
	 79.383 
	304
	40
	 24.132.356,00 
	 71.397,50 
	Estrato II...:
	 223.979 
	34
	10
	 7.615.279,20 
	 22.530,41 
	Total........:
	 
	338
	 50 
	 31.747.635,20 
	 93.927,91 
	
	
	
	
	
	
	
	
	
	
	
	
	
	Var (Amostra)
	Nh
	nh
	Est. Var Total
Populacional
	Est Var Média Populacional
	Estrato I....:
	 3.055.397 
	304
	40
	 6.130.349.003 
	 53.660 
	Estrato II...:
	 17.194.735 
	34
	10
	 1.403.090.349,71 
	 12.281,52 
	Total........:
	 
	 338 
	 50 
	 7.533.439.352,24 
	 65.941,66 
	
	
	
	
	
	
	Receita
	
	
	
	
	
	Global
	Total
	Média
	
	OBS: Nh = População em cada estrato
	Erro-Padrão
	 86.795,39 
	 256,79 
	
	 nh = Amostra em cada estrato
	CV
	0,27%
	0,27%
	
	
	
Compare, via EPA (razão das variâncias TEÓRICAS), os estimadores utilizados na questão 7 com os das questões 2 e 3. Comente sobre os resultados, considerando o que se espera da eficiência entre os planos.
Foram calculadas as variâncias teóricas das questões 2, 3 e 7, para a quantidade de cana e receitas média e total das fazendas, usando as fórmulas:
Para AAS:
Para AES:
Foram obtidos os seguintes resultados:
	Variância Teórica Média e Total
	
	
	
	AAS
	Qtd. Cana
	Receita
	Total
	 11.990.129.428,24 
	 7.389.737.080.915,67 
	Média
	 104.951,94 
	 64.683.809,05
AES
	Qtd. Cana
	Receita
	Total
	 6.175.612.990,97 
	 3.735.312.424.850,78 
	Média
	 54.056,34 
	 32.695.917,73 
	
	
	
	EPA - Razão da Variâncias Teóricas
	EPA (AAS, AES)
	Qtd Cana
	Receita
	Total
	51,51%
	50,55%
	Média
	51,51%
	50,55%
Podemos verificar que em ambos os casos foram obtidos um fator que em torno de 0,50. Em outras palavras na amostra por AES temos um ganho de aproximadamente 50% em eficiência em relação à AAS.
ANEXO I – Algoritmo de Hajek implementado em VB
	Sub Gera_amostra()
'
' Algoritmo de Hajek
‘
'
Set n = Cells(3, 13) 'Tamanho da amostra
Range(Cells(4, 1), Cells(341, 1)).Select
Selection.ClearContents
Range(Cells(4, 15), Cells(341, 15)).Select
Selection.ClearContents
Range(Cells(4, 1), Cells(341, 1)).Select
ActiveCell.FormulaR1C1 = "=RAND()"
Selection.FillDown
Range(Cells(4, 1), Cells(341, 1)).Select
Selection.Copy
 Selection.PasteSpecial Paste:=xlPasteValues, Operation:=xlNone, SkipBlanks _
 :=False, Transpose:=False
 Application.CutCopyMode = False
Range(Cells(4, 15), Cells(341, 15)).Select
ActiveCell.FormulaR1C1 = "=RC[-14]"
Selection.FillDown
Range(Cells(4, 15), Cells(341, 15)).Select
Selection.Copy
 Selection.PasteSpecial Paste:=xlPasteValues, Operation:=xlNone, SkipBlanks _
 :=False, Transpose:=False
 Application.CutCopyMode = False
 
 Range("O4").Select
 Range(Selection, Selection.End(xlDown)).Select
 ActiveWorkbook.Worksheets("Questão 1").Sort.SortFields.Clear
 ActiveWorkbook.Worksheets("Questão 1").Sort.SortFields.Add Key:=Range("O4"), _
 SortOn:=xlSortOnValues, Order:=xlAscending, DataOption:=xlSortNormal
 With ActiveWorkbook.Worksheets("Questão 1").Sort
 .SetRange Range("O4:O341")
 .Header = xlNo
 .MatchCase = False
 .Orientation = xlTopToBottom
 .SortMethod = xlPinYin
 .Apply
 End With
 
Range(Cells(4 + n, 15), Cells(342, 15)).Select
Selection.ClearContents
Cells(2, 15).Select
'
End Sub
ANEXO II – AAS selecionada pelo algoritmo de Hajek
ANEXO III – Tabela com váriavel de inclusão à categoria (área>100)
ANEXO IV - AES selecionada pelo algoritmo de Hajek
ANEXO V – Algoritmo de Hajek para AES (VB)
	Sub Gera_amostra_AES()
'
' Algoritmo de Hajek
'
'
Set e1 = Cells(52, 12) 'Tamanho da amostra (Estrato I)
Set e2 = Cells(53, 12) 'Tamanho da amostra (Estrato II)
'Calculate
Range(Cells(3, 1), Cells(306, 1)).Select
Selection.ClearContents
Range(Cells(3, 10), Cells(36, 10)).Select
Selection.ClearContents
Range(Cells(3, 1), Cells(306, 1)).Select
ActiveCell.FormulaR1C1 = "=RAND()"
Selection.FillDown
Range(Cells(3, 10), Cells(36, 10)).Select
ActiveCell.FormulaR1C1 = "=RAND()"
Selection.FillDown
Range(Cells(3, 1), Cells(306, 1)).Select
Selection.Copy
 Selection.PasteSpecial Paste:=xlPasteValues, Operation:=xlNone, SkipBlanks _
 :=False, Transpose:=False
 Application.CutCopyMode = False
 
Range(Cells(3, 10), Cells(36, 10)).Select
Selection.Copy
 Selection.PasteSpecial Paste:=xlPasteValues, Operation:=xlNone, SkipBlanks _
 :=False, Transpose:=False
 Application.CutCopyMode = False
Range(Cells(3, 21), Cells(306, 21)).Select
ActiveCell.FormulaR1C1 = "=RC[-20]"
Selection.FillDown
Range(Cells(3, 21), Cells(306, 21)).Select
Selection.Copy
 Selection.PasteSpecial Paste:=xlPasteValues, Operation:=xlNone, SkipBlanks _
 :=False, Transpose:=False
 Application.CutCopyMode = False
Range(Cells(3, 30), Cells(36, 30)).Select
ActiveCell.FormulaR1C1 = "=RC[-20]"
Selection.FillDown
Range(Cells(3, 30), Cells(36, 30)).Select
Selection.Copy
 Selection.PasteSpecial Paste:=xlPasteValues, Operation:=xlNone, SkipBlanks _
 :=False, Transpose:=False
 Application.CutCopyMode = False
	Range("U3").Select
 Range(Selection, Selection.End(xlDown)).Select
 ActiveWorkbook.Worksheets("Qustão 6 - Tabela").Sort.SortFields.Clear
 ActiveWorkbook.Worksheets("Qustão 6 - Tabela").Sort.SortFields.Add Key:=Range _
 ("U3"), SortOn:=xlSortOnValues, Order:=xlAscending, DataOption:= _
 xlSortTextAsNumbers
 With ActiveWorkbook.Worksheets("Qustão 6 - Tabela").Sort
 .SetRange Range("U3:U306")
 .Header = xlNo
 .MatchCase = False
 .Orientation = xlTopToBottom
 .SortMethod = xlPinYin
 .Apply
 End With
 
 Range("AD3").Select
 Range(Selection, Selection.End(xlDown)).Select
 ActiveWorkbook.Worksheets("Qustão 6 - Tabela").Sort.SortFields.Clear
 ActiveWorkbook.Worksheets("Qustão 6 - Tabela").Sort.SortFields.Add Key:=Range _
 ("AD3"), SortOn:=xlSortOnValues, Order:=xlAscending, DataOption:= _
 xlSortTextAsNumbers
 With ActiveWorkbook.Worksheets("Qustão 6 - Tabela").Sort
 .SetRange Range("AD3:AD36")
 .Header = xlNo
 .MatchCase = False
 .Orientation = xlTopToBottom
 .SortMethod = xlPinYin
 .Apply
 End With
 
Range(Cells(3 + e1, 21), Cells(306, 21)).Select
Selection.ClearContents
Range(Cells(3 + e2, 30), Cells(36, 30)).Select
Selection.ClearContents
Cells(2, 22).Select
End Sub
Questão 1
	POPULAÇÃO DE FAZENDAS	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Tamanho da Amostra	50	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa
	0,4766985386	1	1	3	18	* 1.040	* 27.631	* 11.992	* 0,0023379	134	3	3	45	* 2.885	* 80.854	* 41.703
	0,2299040943	2	1	3	19	* 1.187	* 34.886	* 15.557	Informe o tamanho da amostra;	* 0,0043290	12	1	2	23	* 3.007	* 76.314	* 48.626
	0,6582608265	3	1	4	20	* 1.592	* 39.497	* 26.654	Clique no botão "Gerar"	* 0,0074041	268	5	2	79	* 7.621	* 190.926	* 124.128
	0,9535038581	4	1	1	21	* 541	* 11.703	* 12.456	* 0,0113167	174	4	1	52	* 2.620	* 52.973	* 40.349
	0,5425575649	5	1	1	22	* 1.381	* 26.546	* 17.018	* 0,0171626	40	1	4	30	* 1.512	* 37.663	* 25.565
	0,7844340062	6	1	1	22	* 1.213	* 22.509	* 21.067	* 0,0247098	250	5	1	72	* 4.340	* 86.796	* 68.188
	0,2847646173	7	1	4	22	* 1.312	* 31.725	* 17.798	* 0,0350133	327	6	1	146	* 8.266	* 165.169	* 164.779
	0,2821713739	8	1	1	23	* 1.581	* 30.164	* 24.829	* 0,0360892	98	2	2	38	* 3.445	* 88.035	* 48.898
	0,6584608691	9	1	4	23	* 1.982	* 44.485	* 28.217	* 0,0429942	35	1	1	29	* 2.040	* 39.935	* 30.828
	0,8216617473	10	1	2	23	* 2.508	* 65.551	* 35.211	* 0,0563734	271	5	3	80	* 3.647	* 98.111	* 76.621
	0,5548761217	11	1	2	23	* 2.900	* 72.335	* 41.471	* 0,0566381	280	5	1	84	* 7.027	* 149.692	* 115.142
	0,0043289729	12	1	2	23	* 3.007	* 76.314	* 48.626	* 0,0604823	326	6	1	145	* 6.935	* 140.129	* 150.081
	0,5922579332	13	1	2	23	* 2.641	* 70.136	* 47.868	* 0,0617294	130	3	1	44	* 2.580	* 49.968	* 45.649
	0,6090983845	14	1	2	23	* 2.743	* 64.069	* 41.062	* 0,0636001	185	4	4	55	* 4.135	* 89.807	* 61.904
	0,4778967615	15	1	1	24	* 1.935	* 37.263	* 22.060	* 0,0680524	128	3	2	44	* 2.980	* 75.712	* 62.482
	0,9226106393	16	1	4	24	* 2.191	* 49.000	* 26.771	* 0,0694684	147	3	3	46	* 3.044	* 82.393	* 27.030
	0,8716364252	17	1	1	24	* 1.882	* 41.964	* 26.289	* 0,0732632	93	2	2	37	* 3.296	* 86.532	* 45.958
	0,4107884224	18	1	4	24	* 1.112	* 25.145	* 14.782	* 0,0743844	38	1	4	30	* 2.520	* 62.549	* 34.081
	0,8842809361	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,0746922	57	2	1	31	* 1.871	* 40.499	* 33.568
	0,7940234009	20	1	1	25	* 1.748	* 36.955	* 28.482	* 0,0775127	200	4	4	58	* 6.338	* 133.739	* 70.720
	0,2301657959	21	1	4	25	* 2.937	* 64.017	* 44.840	* 0,0810840	272	5	3	80	* 5.757	* 166.391	* 69.451
	0,3637514252	22	1	2	26	* 2.453	* 61.347	* 28.469	* 0,0827587	88	2	1	36	* 3.146	* 66.173	* 45.776
	0,2370635862	23	1	4	26	* 1.131	* 27.803	* 22.756	* 0,0851453	214	4	3	61	* 3.651	* 82.376	* 51.607
	0,7394025687	24	1	1	26	* 1.757	* 32.187	* 31.253	* 0,0855449	314	6	3	110	* 7.184	* 194.341	* 101.082
	0,4335432064	25	1	4	26	* 2.361
* 53.630	* 31.493	* 0,0873121	102	2	1	39	* 1.737	* 38.297	* 35.188
	0,3114785196	26	1	4	27	* 1.360	* 36.174	* 22.250	* 0,0875780	290	5	1	93	* 6.170	* 101.459	* 81.061
	0,7565699845	27	1	4	28	* 2.395	* 53.501	* 32.342	* 0,0876890	197	4	3	57	* 4.039	* 97.889	* 40.224
	0,6597897259	28	1	1	28	* 2.041	* 38.534	* 23.742	* 0,0906491	184	4	1	54	* 3.931	* 121.829	* 85.032
	0,5822076709	29	1	4	28	* 3.387	* 65.395	* 37.557	* 0,0947820	123	3	3	43	* 3.815	* 109.448	* 45.882
	0,8871120403	30	1	4	29	* 2.368	* 57.075	* 51.234	* 0,1002980	53	2	4	31	* 1.734	* 44.943	* 21.588
	0,8186881481	31	1	4	29	* 1.319	* 34.196	* 16.174	* 0,1025136	153	3	1	47	* 3.878	* 78.316	* 41.848
	0,1364956668	32	1	1	29	* 2.074	* 44.572	* 35.699	* 0,1090467	232	4	1	68	* 4.669	* 96.590	* 88.034
	0,1245821121	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,1095349	204	4	3	58	* 3.227	* 87.225	* 48.393
	0,6635686297	34	1	4	29	* 1.818	* 40.315	* 28.769	* 0,1099466	156	3	2	47	* 4.359	* 106.339	* 55.711
	0,0429941804	35	1	1	29	* 2.040	* 39.935	* 30.828	* 0,1134247	258	5	3	74	* 5.629	* 144.141	* 62.275
	0,5319069479	36	1	1	30	* 1.969	* 48.791	* 34.026	* 0,1161296	282	5	1	85	* 3.280	* 76.996	* 99.611
	0,7254022348	37	1	2	30	* 3.011	* 76.797	* 49.455	* 0,1198020	307	6	1	101	* 6.003	* 173.494	* 133.976
	0,0743843968	38	1	4	30	* 2.520	* 62.549	* 34.081	* 0,1245821	33	1	3	29	* 1.523	* 36.201	* 22.140
	0,6181783738	39	1	3	30	* 1.907	* 46.141	* 30.915	* 0,1282394	60	2	4	31	* 2.989	* 63.366	* 23.559
	0,0171626221	40	1	4	30	* 1.512	* 37.663	* 25.565	* 0,1286827	334	6	4	183	* 13.935	* 322.467	* 157.377
	0,9463174512	41	1	1	30	* 1.509	* 31.004	* 25.913	* 0,1308793	264	5	1	76	* 5.600	* 117.773	* 74.855
	0,6158750018	42	1	4	30	* 1.721	* 38.798	* 29.414	* 0,1348223	270	5	1	79	* 6.179	* 130.305	* 68.785
	0,2998182696	43	1	4	30	* 1.062	* 26.995	* 23.069	* 0,1358639	211	4	4	60	* 4.920	* 113.155	* 70.082
	0,1967044735	44	1	4	30	* 2.110	* 49.743	* 30.647	* 0,1364957	32	1	1	29	* 2.074	* 44.572	* 35.699
	0,3684698045	45	1	4	30	* 2.138	* 49.164	* 26.049	* 0,1377788	127	3	2	44	* 3.858	* 93.871	* 68.816
	0,9119433021	46	1	4	30	* 2.942	* 63.104	* 32.243	* 0,1387027	239	4	4	69	* 6.852	* 145.092	* 88.699
	0,863051596	47	2	3	31	* 1.861	* 42.905	* 27.936	* 0,1445128	228	4	3	66	* 2.871	* 74.152	* 61.743
	0,717455957	48	2	4	31	* 2.883	* 60.601	* 58.042	* 0,1471743	125	3	1	43	* 2.394	* 55.847	* 34.927
	0,657728138	49	2	4	31	* 3.381	* 72.251	* 32.403	* 0,1477294	281	5	3	84	* 3.504	* 100.677	* 51.448
	0,8362778373	50	2	4	31	* 3.280	* 66.998	* 35.026	* 0,1509896	285	5	1	87	* 4.593	* 97.258	* 79.560
	0,3799236007	51	2	3	31	* 1.664	* 45.381	* 30.831							
	0,1642227799	52	2	4	31	* 2.419	* 55.834	* 30.374							
	0,1002980205	53	2	4	31	* 1.734	* 44.943	* 21.588							
	0,8053096629	54	2	3	31	* 1.087	* 27.887	* 17.605							
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	0,7050622442	87	2	1	36	* 1.306	* 27.491	* 17.373							
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	0,8922481012	89	2	2	36	* 3.900	* 101.277	* 45.132							
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	0,4353131695	101	2	4	38	* 2.541	* 62.110	* 35.631							
	0,0873121284	102	2	1	39	* 1.737	* 38.297	* 35.188							
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	0,9779805646	104	2	4	39	* 1.395	* 35.324	* 21.983							
	0,7310989518	105	2	4	39	* 2.846	* 66.364	* 33.077							
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	0,9499496015	107	2	3	40	* 2.318	* 67.381	* 32.621							
	0,6649088299	108	2	4	40	* 2.591	* 58.477	* 37.096							
	0,7568731702	109	2	3	40	* 2.417	* 57.922	* 43.927							
	0,5103721704	110	2	2	40	* 3.752	* 93.929	* 52.616							
	0,8826959461	111	2	3	40	* 2.738	* 64.127	* 25.657							
	0,8431397935	112	2	1	40	* 3.068	* 64.813	* 48.694							
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	0,1615572819	116	3	1	41	* 2.071	* 42.948	* 41.513							
	0,1592085637	117	3	4	41	* 3.081	* 70.031	* 26.005							
	0,5416412922	118	3	3	42	* 2.437	* 71.427	* 49.462							
	0,555465432	119	3	1	42	* 2.875	* 61.872	* 38.451							
	0,9095964771	120	3	4	42	* 4.533	* 97.111	* 65.968							
	0,9823728421	121	3	4	42	* 2.548	* 63.186	* 28.904							
	0,7203503341	122	3	1	43	* 2.702	* 61.921	* 38.941							
	0,0947819648	123	3	3	43	* 3.815	* 109.448	* 45.882							
	0,152057879	124	3	1	43	* 3.068	* 60.626	* 49.641							
	0,1471743023	125	3	1	43	* 2.394	* 55.847	* 34.927							
	0,6881926855	126	3	1	43	* 3.045	* 77.013	* 50.933							
	0,1377788048	127	3	2	44	* 3.858	* 93.871	* 68.816							
	0,0680524424	128	3	2	44	* 2.980	* 75.712	* 62.482							
	0,6373535057	129	3	3	44	* 1.913	* 58.804	* 46.638							
	0,0617294354	130	3	1	44	* 2.580	* 49.968	* 45.649							
	0,9585928558	131	3	3	44	* 2.668	* 64.570	* 45.667							
	0,2393139088	132	3	2	44	* 4.256	* 99.810	* 41.243							
	0,5989981808	133	3	4	45	* 3.516	* 85.183	* 36.198							
	0,0023379165	134	3	3	45	* 2.885	* 80.854	* 41.703							
	0,6288106856	135	3	1	45	* 1.817	* 45.408	* 43.410							
	0,7262894557	136	3	1	45	* 2.363	* 44.011	* 33.813							
	0,9812309137	137	3	3	45	* 3.105	* 88.244	* 32.045							
	0,8148331098	138	3	3	45	* 2.350	* 64.022	* 36.215							
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	0,8951736534	140	3	4	45	* 4.333	* 95.576	* 60.946							
	0,8581377507	141	3	1	45	* 2.870	* 60.121	* 35.903							
	0,5471130981	142	3	4	45	* 1.887	* 47.370	* 29.633							
	0,9462546434	143	3	1	46	* 3.463	* 69.687	* 55.438							
	0,276629809	144	3	1	46	* 3.579	*
76.597	* 42.230							
	0,9720353954	145	3	3	46	* 2.833	* 74.687	* 50.378							
	0,933210526	146	3	4	46	* 3.146	* 76.872	* 30.105							
	0,0694683598	147	3	3	46	* 3.044	* 82.393	* 27.030							
	0,6953220333	148	3	4	46	* 3.574	* 80.781	* 37.278							
	0,712985151	149	3	2	46	* 3.275	* 81.745	* 47.104							
	0,810235424	150	3	3	46	* 2.378	* 59.581	* 37.055							
	0,7673128649	151	3	4	47	* 2.477	* 54.436	* 29.796							
	0,9796130422	152	3	4	47	* 4.526	* 113.460	* 77.475							
	0,1025135869	153	3	1	47	* 3.878	* 78.316	* 41.848							
	0,3785470725	154	3	1	47	* 3.350	* 71.961	* 60.084							
	0,3144877102	155	3	4	47	* 1.850	* 43.338	* 30.363							
	0,109946578	156	3	2	47	* 4.359	* 106.339	* 55.711							
	0,6856259253	157	3	4	47	* 2.894	* 65.311	* 48.091							
	0,4262668999	158	3	1	47	* 4.474	* 113.131	* 62.353							
	0,4673551648	159	3	1	47	* 3.933	* 75.758	* 38.750							
	0,9372030165	160	3	4	48	* 3.559	* 83.222	* 46.172							
	0,2874401908	161	3	1	48	* 2.579	* 57.673	* 40.960							
	0,9042610456	162	3	3	48	* 3.727	* 95.141	* 39.957							
	0,7685848753	163	3	2	49	* 4.699	* 111.822	* 74.645							
	0,4492385722	164	3	1	49	* 3.284	* 81.861	* 69.331							
	0,404276133	165	3	3	49	* 3.729	* 98.342	* 85.594							
	0,6914498292	166	3	4	50	* 4.031	* 93.868	* 41.793							
	0,3693408902	167	3	1	50	* 3.128	* 68.109	* 53.356							
	0,5503986126	168	4	3	51	* 3.581	* 96.077	* 52.855							
	0,5210395757	169	4	1	51	* 3.391	* 67.470	* 47.710							
	0,3132209924	170	4	2	51	* 4.545	* 116.771	* 61.725							
	0,9146843936	171	4	1	51	* 2.816	* 64.158	* 48.205							
	0,2494471537	172	4	2	51	* 3.142	* 86.877	* 56.629							
	0,1981611442	173	4	4	52	* 4.125	* 87.393	* 51.353							
	0,0113167087	174	4	1	52	* 2.620	* 52.973	* 40.349							
	0,9639862424	175	4	4	52	* 2.534	* 57.307	* 51.695							
	0,8731397306	176	4	1	53	* 2.763	* 61.683	* 46.734							
	0,1549333261	177	4	1	53	* 3.455	* 76.241	* 45.568							
	0,9076661262	178	4	3	53	* 3.679	* 102.513	* 69.720							
	0,8778702639	179	4	1	53	* 3.123	* 62.544	* 35.920							
	0,6171313318	180	4	1	54	* 2.982	* 54.935	* 46.572							
	0,8825026808	181	4	2	54	* 3.437	* 89.502	* 55.678							
	0,5904410228	182	4	3	54	* 3.362	* 100.841	* 31.971							
	0,6508057086	183	4	3	54	* 3.018	* 77.229	* 39.969							
	0,0906490729	184	4	1	54	* 3.931	* 121.829	* 85.032							
	0,0636001217	185	4	4	55	* 4.135	* 89.807	* 61.904							
	0,3487986611	186	4	2	55	* 4.977	* 117.159	* 70.275							
	0,4646811381	187	4	4	55	* 2.658	* 56.261	* 42.179							
	0,2022774032	188	4	1	56	* 3.296	* 70.258	* 51.104							
	0,5789181677	189	4	1	56	* 3.974	* 76.143	* 44.470							
	0,7870076466	190	4	1	56	* 3.800	* 74.134	* 40.782							
	0,3308784293	191	4	4	56	* 4.487	* 98.698	* 49.940							
	0,3184713405	192	4	3	56	* 4.755	* 126.929	* 52.324							
	0,5300382278	193	4	1	56	* 3.318	* 51.694	* 45.661							
	0,1741227032	194	4	3	57	* 3.809	* 93.689	* 60.899							
	0,8798403454	195	4	4	57	* 5.277	* 108.004	* 65.223							
	0,2995359107	196	4	1	57	* 4.152	* 75.903	* 81.103							
	0,0876889925	197	4	3	57	* 4.039	* 97.889	* 40.224							
	0,7753352433	198	4	3	57	* 3.711	* 87.495	* 48.068							
	0,7741832769	199	4	2	57	* 6.957	* 172.642	* 86.780							
	0,0775127111	200	4	4	58	* 6.338	* 133.739	* 70.720							
	0,2664644963	201	4	1	58	* 2.523	* 49.273	* 43.829							
	0,9121738617	202	4	2	58	* 5.518	* 144.534	* 76.403							
	0,4325931681	203	4	1	58	* 3.334	* 61.902	* 53.358							
	0,1095349264	204	4	3	58	* 3.227	* 87.225	* 48.393							
	0,2502006382	205	4	1	59	* 3.368	* 62.871	* 55.872							
	0,4489239724	206	4	4	59	* 5.056	* 112.827	* 74.167							
	0,3803715827	207	4	4	59	* 5.998	* 149.860	* 67.958							
	0,7627684757	208	4	1	59	* 2.480	* 53.608	* 37.766							
	0,7917652122	209	4	4	60	* 2.845	* 65.678	* 41.774							
	0,8801878431	210	4	1	60	* 4.051	* 86.398	* 58.638							
	0,1358639084	211	4	4	60	* 4.920	* 113.155	* 70.082							
	0,7991198557	212	4	1	60	* 4.735	* 89.746	* 48.618							
	0,9443067525	213	4	1	61	* 3.228	* 61.608	* 49.056							
	0,0851453115	214	4	3	61	* 3.651	* 82.376	* 51.607							
	0,8930139203	215	4	1	61	* 3.870	* 70.869	* 58.292							
	0,7721773896	216	4	1	61	* 3.351	* 60.156	* 52.910							
	0,7046961121	217	4	3	62	* 4.986	* 111.176	* 55.174							
	0,5675509172	218	4	4	63	* 5.997	* 148.375	* 77.027							
	0,8497221769	219	4	1	63	* 3.443	* 68.477	* 52.389							
	0,8580243824	220	4	3	63	* 3.814	* 117.576	* 68.660							
	0,3096603166	221	4	4	64	* 4.550	* 106.881	* 82.554							
	0,8628566486	222	4	3	64	* 2.828	* 69.174	* 54.173							
	0,4196042138	223	4	3	65	* 4.055	* 119.295	* 39.290							
	0,4710380606	224	4	1	66	* 3.228	* 72.233	* 69.842							
	0,8484748548	225	4	3	66	* 4.038	* 92.636	* 92.543							
	0,3498045526	226	4	1	66	* 5.215	* 108.816	* 69.587							
	0,1813208145	227	4	1	66	* 3.779	* 78.192	* 58.778							
	0,1445127784	228	4	3	66	* 2.871	* 74.152	* 61.743							
	0,6575751968	229	4	3	67	* 3.322	* 86.737	* 63.953							
	0,4481531453	230	4	1	67	* 4.158	* 95.953	* 88.902							
	0,2047666458	231	4	3	67	* 2.534	* 65.592	* 52.044							
	0,1090467394	232	4	1	68	* 4.669	* 96.590	* 88.034							
	0,7593309822	233	4	1	68	* 4.429	* 90.710	* 62.288							
	0,1648263698	234	4	3	68	* 3.820	* 112.538	* 66.340							
	0,256603664	235	4	1	69	* 5.441	* 113.166	* 105.125							
	0,9894255335	236	4	3	69	* 4.090	* 118.604	* 60.756							
	0,1543459354	237	4	2	69	* 2.575	* 37.184	* 22.706							
	0,3067135651	238	4	3	69	* 4.218	* 127.221	* 63.439							
	0,1387026752	239	4	4	69	* 6.852	* 145.092	* 88.699							
	0,7429776612	240	4	1	70	* 4.854	* 97.788	* 74.610							
	0,9297540256	241	4	4	70	* 4.954	* 117.808	* 83.114							
	0,7239526093	242	4	4	70	* 6.209	* 142.153	* 96.640							
	0,4336213903	243	5	3	71	* 5.613	* 146.504	* 62.005							
	0,1723712672	244	5	2	71	* 7.162	* 190.648	* 110.433							
	0,4762061367	245	5	1	71	* 3.243	* 71.992	* 59.879							
	0,1748353507	246	5	3	71	* 5.601	* 122.138	* 101.859							
	0,2051971689	247	5	4	71	* 4.696	* 98.385	* 47.369							
	0,8238629903	248	5	4	72	* 4.558	* 102.663	* 54.407							
	0,7083157699	249	5	1	72	* 4.729	* 110.049	* 94.960							
	0,0247097919	250	5	1	72	* 4.340	* 86.796	* 68.188							
	0,3894339562	251	5	2	72	* 5.569	* 132.096	* 90.235							
	0,4799109954	252	5	1	73	* 4.125	* 85.390	* 72.021							
	0,317613894	253	5	4	73	* 6.381	* 149.717	* 76.647							
	0,8386419431	254	5	3	73	* 2.318	* 58.678	* 39.781							
	0,2786419513	255	5	3	73	* 3.920	* 110.046	* 60.409							
	0,9550926795	256	5	3	73	* 5.052	* 131.567	* 95.866							
	0,2098775327	257	5	2	74	* 6.955	* 168.509	* 68.399							
	0,1134247408	258	5	3	74	* 5.629	* 144.141	* 62.275							
	0,4894569765	259	5	3	75	* 4.416	* 125.197	* 64.048							
	0,2280576737	260	5	3	75	* 4.845	* 109.256	* 73.600							
	0,8985921533	261	5	1	76	* 3.467	* 81.400	* 49.998							
	0,9895727679	262	5	1	76	* 4.373	* 88.050	* 59.757							
	0,1914430347	263	5	1	76	* 5.407	* 93.303	* 75.543							
	0,1308793185	264	5	1	76	* 5.600	* 117.773	* 74.855							
	0,697428955	265	5	3	77	* 4.928	* 130.383	* 49.582							
	0,8483135305	266	5	1	77	* 6.188	* 128.327	* 98.272							
	0,4180639003	267	5	3	77	* 5.390	* 160.996	* 98.819							
	0,0074041045	268	5	2	79	* 7.621	* 190.926	* 124.128							
	0,2619164078	269	5	4	79	* 5.277	* 131.489	* 55.972							
	0,1348222934	270	5	1	79	* 6.179	* 130.305	* 68.785							
	0,0563733788	271	5	3	80	* 3.647	* 98.111	* 76.621							
	0,0810839823	272	5	3	80	* 5.757	* 166.391	* 69.451							
	0,3829709693	273	5	3	80	* 5.165	* 130.964	* 56.050							
	0,6741917512	274	5	1	81	* 4.174	* 89.555	* 56.381							
	0,6264811088	275	5	2	81	* 9.140	* 238.279	* 143.525							
	0,4302976179	276	5	1	81	* 6.541	* 122.540	* 98.521							
	0,8187700358	277	5	1	82	* 5.558	* 121.002	* 69.034							
	0,4419148398	278	5	1	82	* 4.453	* 131.032	* 96.592							
	0,5302605417	279	5	1	84	* 6.515	* 133.563	* 100.418							
	0,0566381235
280	5	1	84	* 7.027	* 149.692	* 115.142							
	0,1477293506	281	5	3	84	* 3.504	* 100.677	* 51.448							
	0,1161296348	282	5	1	85	* 3.280	* 76.996	* 99.611							
	0,6975663974	283	5	1	87	* 5.684	* 112.769	* 124.340							
	0,9336875844	284	5	1	87	* 5.524	* 104.922	* 73.270							
	0,1509895526	285	5	1	87	* 4.593	* 97.258	* 79.560							
	0,3294413078	286	5	3	88	* 6.961	* 164.239	* 86.304							
	0,6114077061	287	5	1	91	* 5.831	* 126.204	* 87.828							
	0,4047965359	288	5	1	93	* 4.478	* 112.841	* 95.902							
	0,6640369106	289	5	1	93	* 4.085	* 125.288	* 127.042							
	0,0875780262	290	5	1	93	* 6.170	* 101.459	* 81.061							
	0,768358061	291	5	1	93	* 5.548	* 99.882	* 94.665							
	0,5213325816	292	5	1	94	* 5.539	* 119.700	* 86.780							
	0,6108745102	293	5	1	95	* 6.805	* 126.815	* 80.901							
	0,8603055159	294	5	2	95	* 6.788	* 174.980	* 103.085							
	0,2204525483	295	5	3	95	* 5.665	* 146.776	* 48.347							
	0,7540792987	296	5	2	96	* 7.169	* 177.329	* 116.100							
	0,8462053975	297	5	3	96	* 8.202	* 213.936	* 79.198							
	0,5048520538	298	5	4	97	* 7.040	* 186.131	* 133.257							
	0,9262852179	299	5	3	97	* 5.607	* 158.198	* 62.687							
	0,3506441879	300	5	1	97	* 8.961	* 167.895	* 113.195							
	0,7611108977	301	5	4	98	* 6.494	* 159.712	* 86.458							
	0,5237461033	302	5	2	98	* 9.266	* 226.978	* 130.207							
	0,4762291646	303	5	1	100	* 4.092	* 80.773	* 47.409							
	0,8735940638	304	5	4	100	* 7.963	* 198.923	* 141.601							
	0,4641915466	305	6	3	101	* 7.418	* 204.336	* 71.173							
	0,5981659228	306	6	2	101	* 8.195	* 214.579	* 153.077							
	0,1198019671	307	6	1	101	* 6.003	* 173.494	* 133.976							
	0,6052861684	308	6	3	102	* 7.108	* 160.797	* 75.083							
	0,6856167218	309	6	4	102	* 5.026	* 120.089	* 70.423							
	0,6523258437	310	6	4	103	* 4.316	* 92.135	* 79.934							
	0,2505524402	311	6	1	106	* 4.011	* 81.199	* 50.860							
	0,9618629127	312	6	1	106	* 3.833	* 88.975	* 106.256							
	0,4932991377	313	6	2	106	* 9.467	* 221.285	* 123.487							
	0,085544922	314	6	3	110	* 7.184	* 194.341	* 101.082							
	0,6320789488	315	6	1	111	* 8.046	* 181.653	* 108.157							
	0,2439814331	316	6	1	116	* 7.512	* 202.043	* 157.589							
	0,5289698904	317	6	3	116	* 8.803	* 234.906	* 132.766							
	0,8430990349	318	6	3	117	* 6.673	* 182.505	* 89.233							
	0,5640062836	319	6	4	125	* 7.461	* 185.911	* 159.597							
	0,5195296552	320	6	1	125	* 8.409	* 184.755	* 135.655							
	0,3142500274	321	6	1	126	* 8.848	* 172.623	* 111.381							
	0,1578613926	322	6	3	126	* 4.910	* 140.241	* 68.438							
	0,2115626721	323	6	1	136	* 8.154	* 197.606	* 136.951							
	0,1779955286	324	6	3	142	* 9.175	* 233.956	* 128.349							
	0,8106742102	325	6	3	143	* 7.661	* 201.309	* 100.978							
	0,0604823451	326	6	1	145	* 6.935	* 140.129	* 150.081							
	0,0350133399	327	6	1	146	* 8.266	* 165.169	* 164.779							
	0,9985633666	328	6	2	149	* 14.846	* 355.898	* 247.779							
	0,471631811	329	6	1	149	* 11.563	* 280.903	* 154.414							
	0,2602192196	330	6	1	151	* 12.018	* 222.723	* 191.829							
	0,4243415527	331	6	3	153	* 8.482	* 204.745	* 91.921							
	0,505752133	332	6	3	156	* 7.289	* 213.364	* 118.735							
	0,4595874496	333	6	3	164	* 10.602	* 269.303	* 90.267							
	0,128682687	334	6	4	183	* 13.935	* 322.467	* 157.377							
	0,2775948074	335	6	1	186	* 8.755	* 198.284	* 195.149							
	0,5554314209	336	6	3	213	* 13.544	* 340.786	* 220.076							
	0,3899671866	337	6	3	263	* 17.534	* 484.346	* 277.218							
	0,6011536342	338	6	3	280	* 19.697	* 468.392	* 345.305							
Questão 2
	Questão 2
	Calcule as estimativas de quantidade de cana total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Cana por Fazenda	Total	Média
	Estimativa	* 1.444.003,60	* 4.272,20
	Variância	* 9.716.754.274,32	* 85.052,64
	Erro-Padrão	* 98.573,60	* 291,64
	Coef. Variação	6,83%	6,83%
Questão 3
	Questão 3
	Calcule as estimativas de receita total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Receita por Fazenda	Total	Média
	Estimativa	* 33.859.346,04	* 100.175,58
	Variância	* 5.249.984.339.604,27	* 45.954.136,23
	Erro-Padrão	* 2.291.284,43	* 6.778,95
	Coef. Variação	6,77%	6,77%
Questão 4
	Questão 4
	Calcule a estimativa da propoção de fazendas cuja área é maior do que 100, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Área por Fazenda (A>100)
	Estimador de P	* 0,10
	Variância	* 0,00157
	Erro-Padrão	* 0,03956
	Coef. Variação	39,56%
	Auxiliar
	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Área>100
	* 0,0023379	134	3	3	45	* 2.885	* 80.854	* 41.703	0
	* 0,0043290	12	1	2	23	* 3.007	* 76.314	* 48.626	0
	* 0,0074041	268	5	2	79	* 7.621	* 190.926	* 124.128	0
	* 0,0113167	174	4	1	52	* 2.620	* 52.973	* 40.349	0
	* 0,0171626	40	1	4	30	* 1.512	* 37.663	* 25.565	0
	* 0,0247098	250	5	1	72	* 4.340	* 86.796	* 68.188	0
	* 0,0350133	327	6	1	146	* 8.266	* 165.169	* 164.779	1
	* 0,0360892	98	2	2	38	* 3.445	* 88.035	* 48.898	0
	* 0,0429942	35	1	1	29	* 2.040	* 39.935	* 30.828	0
	* 0,0563734	271	5	3	80	* 3.647	* 98.111	* 76.621	0
	* 0,0566381	280	5	1	84	* 7.027	* 149.692	* 115.142	0
	* 0,0604823	326	6	1	145	* 6.935	* 140.129	* 150.081	1
	* 0,0617294	130	3	1	44	* 2.580	* 49.968	* 45.649	0
	* 0,0636001	185	4	4	55	* 4.135	* 89.807	* 61.904	0
	* 0,0680524	128	3	2	44	* 2.980	* 75.712	* 62.482	0
	* 0,0694684	147	3	3	46	* 3.044	* 82.393	* 27.030	0
	* 0,0732632	93	2	2	37	* 3.296	* 86.532	* 45.958	0
	* 0,0743844	38	1	4	30	* 2.520	* 62.549	* 34.081	0
	* 0,0746922	57	2	1	31	* 1.871	* 40.499	* 33.568	0
	* 0,0775127	200	4	4	58	* 6.338	* 133.739	* 70.720	0
	* 0,0810840	272	5	3	80	* 5.757	* 166.391	* 69.451	0
	* 0,0827587	88	2	1	36	* 3.146	* 66.173	* 45.776	0
	* 0,0851453	214	4	3	61	* 3.651	* 82.376	* 51.607	0
	* 0,0855449	314	6	3	110	* 7.184	* 194.341	* 101.082	1
	* 0,0873121	102	2	1	39	* 1.737	* 38.297	* 35.188	0
	* 0,0875780	290	5	1	93	* 6.170	* 101.459	* 81.061	0
	* 0,0876890	197	4	3	57	* 4.039	* 97.889	* 40.224	0
	* 0,0906491	184	4	1	54	* 3.931	* 121.829	* 85.032	0
	* 0,0947820	123	3	3	43	* 3.815	* 109.448	* 45.882	0
	* 0,1002980	53	2	4	31	* 1.734	* 44.943	* 21.588	0
	* 0,1025136	153	3	1	47	* 3.878	* 78.316	* 41.848	0
	* 0,1090467	232	4	1	68	* 4.669	* 96.590	* 88.034	0
	* 0,1095349	204	4	3	58	* 3.227	* 87.225	* 48.393	0
	* 0,1099466	156	3	2	47	* 4.359	* 106.339	* 55.711	0
	* 0,1134247	258	5	3	74	* 5.629	* 144.141	* 62.275	0
	* 0,1161296	282	5	1	85	* 3.280	* 76.996	* 99.611	0
	* 0,1198020	307	6	1	101	* 6.003	* 173.494	* 133.976	1
	* 0,1245821	33	1	3	29	* 1.523	* 36.201	* 22.140	0
	* 0,1282394	60	2	4	31	* 2.989	* 63.366	* 23.559	0
	* 0,1286827	334	6	4	183	* 13.935	* 322.467	* 157.377	1
	* 0,1308793	264	5	1	76	* 5.600	* 117.773	* 74.855	0
	* 0,1348223	270	5	1	79	* 6.179	* 130.305	* 68.785	0
	* 0,1358639	211	4	4	60	* 4.920	* 113.155	* 70.082	0
	* 0,1364957	32	1	1	29	* 2.074	* 44.572	* 35.699	0
	* 0,1377788	127	3	2	44	* 3.858	* 93.871	* 68.816	0
	* 0,1387027	239	4	4	69	* 6.852	* 145.092	* 88.699	0
	* 0,1445128	228	4	3	66	* 2.871	* 74.152	* 61.743	0
	* 0,1471743	125	3	1	43	* 2.394	* 55.847	* 34.927	0
	* 0,1477294	281	5	3	84	* 3.504	* 100.677	* 51.448	0
	* 0,1509896	285	5	1	87	* 4.593	* 97.258	* 79.560	0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0
0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	TOTAL	5
Questão 5
	Questão 5
	Obtenha a estimativa da quantidade de cana plantada por unidade de área, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Área por Fazenda (A>100)
	Razão	* 68,20
	Variância	* 23,18	* 6,22
	Erro-Padrão	* 4,81
	Coef. Variação	7,06%
	Auxiliar	Média Pop (ÁREA):	* 60,25
	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área (xi)	Quant (yi)	Receita	Despesa	(yi-R.xi)^2
	* 0,0023379	134	3	3	45	2885	80854	41703	33896	* 1.067,95	S²x
	* 0,0043290	12	1	2	23	3007	76314	48626	2068834	* 4.990.936,41	s²y
	* 0,0074041	268	5	2	79	7621	190926	124128	4986326	* 63.292,34	s²xy
	* 0,0113167	174	4	1	52	2620	52973	40349	858451	* 251,58
	* 0,0171626	40	1	4	30	1512	37663	25565	285234
	* 0,0247098	250	5	1	72	4340	86796	68188	325556
	* 0,0350133	327	6	1	146	8266	165169	164779	2861356
	* 0,0360892	98	2	2	38	3445	88035	48898	728134
	* 0,0429942	35	1	1	29	2040	39935	30828	3860
	* 0,0563734	271	5	3	80	3647	98111	76621	3273183
	* 0,0566381	280	5	1	84	7027	149692	115142	1684794
	* 0,0604823	326	6	1	145	6935	140129	150081	8728195
	* 0,0617294	130	3	1	44	2580	49968	45649	177163
	* 0,0636001	185	4	4	55	4135	89807	61904	147354
	* 0,0680524	128	3	2	44	2980	75712	62482	437
	* 0,0694684	147	3	3	46	3044	82393	27030	8707
	* 0,0732632	93	2	2	37	3296	86532	45958	596772
	* 0,0743844	38	1	4	30	2520	62549	34081	224607
	* 0,0746922	57	2	1	31	1871	40499	33568	59183
	* 0,0775127	200	4	4	58	6338	133739	70720	5675159
	* 0,0810840	272	5	3	80	5757	166391	69451	90484
	* 0,0827587	88	2	1	36	3146	66173	45776	477084
	* 0,0851453	214	4	3	61	3651	82376	51607	259435
	* 0,0855449	314	6	3	110	7184	194341	101082	101294
	* 0,0873121	102	2	1	39	1737	38297	35188	851735
	* 0,0875780	290	5	1	93	6170	101459	81061	29869
	* 0,0876890	197	4	3	57	4039	97889	40224	22941
	* 0,0906491	184	4	1	54	3931	121829	85032	61538
	* 0,0947820	123	3	3	43	3815	109448	45882	778446
	* 0,1002980	53	2	4	31	1734	44943	21588	144609
	* 0,1025136	153	3	1	47	3878	78316	41848	452237
	* 0,1090467	232	4	1	68	4669	96590	88034	976
	* 0,1095349	204	4	3	58	3227	87225	48393	531063
	* 0,1099466	156	3	2	47	4359	106339	55711	1330530
	* 0,1134247	258	5	3	74	5629	144141	62275	338748
	* 0,1161296	282	5	1	85	3280	76996	99611	6336327
	* 0,1198020	307	6	1	101	6003	173494	133976	784013
	* 0,1245821	33	1	3	29	1523	36201	22140	206907
	* 0,1282394	60	2	4	31	2989	63366	23559	765143
	* 0,1286827	334	6	4	183	13935	322467	157377	2113988
	* 0,1308793	264	5	1	76	5600	117773	74855	173569
	* 0,1348223	270	5	1	79	6179	130305	68785	625694
	* 0,1358639	211	4	4	60	4920	113155	70082	685343
	* 0,1364957	32	1	1	29	2074	44572	35699	9241
	* 0,1377788	127	3	2	44	3858	93871	68816	734609
	* 0,1387027	239	4	4	69	6852	145092	88699	4605456
	* 0,1445128	228	4	3	66	2871	74152	61743	2658074
	* 0,1471743	125	3	1	43	2394	55847	34927	290202
	* 0,1477294	281	5	3	84	3504	100677	51448	4950642
	* 0,1509896	285	5	1	87	4593	97258	79560	1797238
	0.0	0	0	0	0	0	0	0	0
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0.0	0	0	0	0	0	0	0	0
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	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
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	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
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	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
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	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
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	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
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	0.0	0	0	0	0	0	0	0	0
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	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	TOTAL	* 64.934.634,55
Qustão 6 
	ESTRATO I - Área menor ou igual a 100	ESTRATO II - Área >100	Amostra Slecionada	ESTRATO I - Área menor ou igual a 100	Amostra Slecionada	ESTRATO II - Área >100
	Nº Gerado	Rótulo	Classe	Região	Área	Quant (y1)	Receita (x1)	Despesa	Nº Gerado	Rótulo	Classe	Região	Área	Quant (y2)	Receita (x2)	Despesa	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa
	* 0,06043	1	1	3	18	* 1.040	* 27.631	* 11.992	* 0,09464	305	6	3	101	* 7.418	* 204.336	* 71.173	* 0,00349	263	5	1	76	* 5.407	* 93.303	* 75.543	* 0,04336	338	6	3	280	* 19.697	* 468.392	* 345.305
	* 0,68676	2	1	3	19	* 1.187	* 34.886	* 15.557	* 0,18798	306	6	2	101	* 8.195	* 214.579	* 153.077	* 0,00469	198	4	3	57	* 3.711	* 87.495	* 48.068	* 0,05700	332	6	3	156	* 7.289	* 213.364	* 118.735
	* 0,45680	3	1	4	20	* 1.592	* 39.497	* 26.654	* 0,22852	307	6	1	101	* 6.003	* 173.494	* 133.976	* 0,00620	140	3	4	45	* 4.333	* 95.576	* 60.946	* 0,05929	321	6	1	126	* 8.848	* 172.623	* 111.381
	* 0,57872	4	1	1	21	* 541	* 11.703	* 12.456	* 0,74575	308	6	3	102	* 7.108	* 160.797	* 75.083	* 0,00683	194	4	3	57	* 3.809	* 93.689	* 60.899	* 0,09464	305	6	3	101	* 7.418	* 204.336	* 71.173
	* 0,41298	5	1	1	22	* 1.381	* 26.546	* 17.018	* 0,90569	309	6	4	102	* 5.026	* 120.089	* 70.423	* 0,00951	96	2	4	37	* 2.590	* 55.922	* 35.433	* 0,12099	310	6	4	103	* 4.316	* 92.135	* 79.934
	* 0,86327	6	1	1	22	* 1.213	* 22.509	* 21.067	* 0,12099	310	6	4	103	* 4.316	* 92.135	* 79.934	* 0,01322	279	5	1	84	* 6.515	* 133.563	* 100.418	* 0,13979	324	6	3	142	* 9.175	* 233.956	* 128.349
	* 0,43266	7	1	4	22	* 1.312	* 31.725	* 17.798	* 0,34158	311	6	1	106	* 4.011	* 81.199	* 50.860	* 0,01957	105	2	4	39	* 2.846	* 66.364	* 33.077	* 0,18798	306	6	2	101	* 8.195	* 214.579	* 153.077
	* 0,16701	8	1	1	23	* 1.581	* 30.164	* 24.829	* 0,44815	312	6	1	106	* 3.833	* 88.975	* 106.256	* 0,01995	130	3	1	44	* 2.580	* 49.968	* 45.649	* 0,22770	333	6	3	164	* 10.602	* 269.303	* 90.267
	* 0,08737	9	1	4	23	* 1.982	* 44.485	* 28.217	* 0,80937	313	6	2	106	* 9.467	* 221.285	* 123.487	* 0,02101	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,22852	307	6	1	101	* 6.003	* 173.494	* 133.976
	* 0,72970	10	1	2	23	* 2.508	* 65.551	* 35.211	* 0,34038	314	6	3	110	* 7.184	* 194.341	* 101.082	* 0,02274	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,29313	323	6	1	136	* 8.154	* 197.606	* 136.951
	* 0,78773	11	1	2	23	* 2.900	* 72.335	* 41.471	* 0,38697	315	6	1	111	* 8.046	* 181.653	* 108.157	* 0,03021	16	1	4	24	* 2.191	* 49.000	* 26.771							
	* 0,51585	12	1	2	23	* 3.007	* 76.314	* 48.626	* 0,52071	316	6	1	116	* 7.512	* 202.043	* 157.589	* 0,03096	216	4	1	61	* 3.351	* 60.156	* 52.910							
	* 0,51230	13	1	2	23	* 2.641	* 70.136	* 47.868	* 0,67331	317	6	3	116	* 8.803	* 234.906	* 132.766	* 0,03214	55	2	4	31	* 1.895	* 45.492	* 24.468							
	* 0,87518	14	1	2	23	* 2.743	* 64.069	* 41.062	* 0,64739	318	6	3	117	* 6.673	* 182.505	* 89.233	* 0,03336	86	2	1	36	* 2.288	* 41.147	* 33.013							
	* 0,28707	15	1	1	24	* 1.935	* 37.263	* 22.060	* 0,90926	319	6	4	125	* 7.461	*
185.911	* 159.597	* 0,03706	83	2	3	36	* 2.911	* 78.086	* 34.587							
	* 0,03021	16	1	4	24	* 2.191	* 49.000	* 26.771	* 0,42170	320	6	1	125	* 8.409	* 184.755	* 135.655	* 0,04420	297	5	3	96	* 8.202	* 213.936	* 79.198							
	* 0,35557	17	1	1	24	* 1.882	* 41.964	* 26.289	* 0,05929	321	6	1	126	* 8.848	* 172.623	* 111.381	* 0,04535	304	5	4	100	* 7.963	* 198.923	* 141.601							
	* 0,40486	18	1	4	24	* 1.112	* 25.145	* 14.782	* 0,66748	322	6	3	126	* 4.910	* 140.241	* 68.438	* 0,04815	92	2	1	37	* 2.038	* 39.422	* 30.940							
	* 0,02101	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,29313	323	6	1	136	* 8.154	* 197.606	* 136.951	* 0,05006	271	5	3	80	* 3.647	* 98.111	* 76.621							
	* 0,21030	20	1	1	25	* 1.748	* 36.955	* 28.482	* 0,13979	324	6	3	142	* 9.175	* 233.956	* 128.349	* 0,06043	1	1	3	18	* 1.040	* 27.631	* 11.992							
	* 0,06517	21	1	4	25	* 2.937	* 64.017	* 44.840	* 0,94582	325	6	3	143	* 7.661	* 201.309	* 100.978	* 0,06517	21	1	4	25	* 2.937	* 64.017	* 44.840							
	* 0,46385	22	1	2	26	* 2.453	* 61.347	* 28.469	* 0,48665	326	6	1	145	* 6.935	* 140.129	* 150.081	* 0,06532	233	4	1	68	* 4.429	* 90.710	* 62.288							
	* 0,82791	23	1	4	26	* 1.131	* 27.803	* 22.756	* 0,52224	327	6	1	146	* 8.266	* 165.169	* 164.779	* 0,06806	133	3	4	45	* 3.516	* 85.183	* 36.198							
	* 0,59833	24	1	1	26	* 1.757	* 32.187	* 31.253	* 0,87249	328	6	2	149	* 14.846	* 355.898	* 247.779	* 0,07043	67	2	4	33	* 2.881	* 69.602	* 34.034							
	* 0,07452	25	1	4	26	* 2.361	* 53.630	* 31.493	* 0,50943	329	6	1	149	* 11.563	* 280.903	* 154.414	* 0,07112	276	5	1	81	* 6.541	* 122.540	* 98.521							
	* 0,45297	26	1	4	27	* 1.360	* 36.174	* 22.250	* 0,55658	330	6	1	151	* 12.018	* 222.723	* 191.829	* 0,07246	292	5	1	94	* 5.539	* 119.700	* 86.780							
	* 0,29393	27	1	4	28	* 2.395	* 53.501	* 32.342	* 0,60438	331	6	3	153	* 8.482	* 204.745	* 91.921	* 0,07452	25	1	4	26	* 2.361	* 53.630	* 31.493							
	* 0,94809	28	1	1	28	* 2.041	* 38.534	* 23.742	* 0,05700	332	6	3	156	* 7.289	* 213.364	* 118.735	* 0,07691	63	2	3	32	* 2.610	* 67.818	* 38.454							
	* 0,66411	29	1	4	28	* 3.387	* 65.395	* 37.557	* 0,22770	333	6	3	164	* 10.602	* 269.303	* 90.267	* 0,07779	108	2	4	40	* 2.591	* 58.477	* 37.096							
	* 0,83971	30	1	4	29	* 2.368	* 57.075	* 51.234	* 0,75260	334	6	4	183	* 13.935	* 322.467	* 157.377	* 0,08585	188	4	1	56	* 3.296	* 70.258	* 51.104							
	* 0,83311	31	1	4	29	* 1.319	* 34.196	* 16.174	* 0,77519	335	6	1	186	* 8.755	* 198.284	* 195.149	* 0,08737	9	1	4	23	* 1.982	* 44.485	* 28.217							
	* 0,28380	32	1	1	29	* 2.074	* 44.572	* 35.699	* 0,44244	336	6	3	213	* 13.544	* 340.786	* 220.076	* 0,09372	43	1	4	30	* 1.062	* 26.995	* 23.069							
	* 0,02274	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,67860	337	6	3	263	* 17.534	* 484.346	* 277.218	* 0,09446	249	5	1	72	* 4.729	* 110.049	* 94.960							
	* 0,85282	34	1	4	29	* 1.818	* 40.315	* 28.769	* 0,04336	338	6	3	280	* 19.697	* 468.392	* 345.305	* 0,09473	260	5	3	75	* 4.845	* 109.256	* 73.600							
	* 0,70661	35	1	1	29	* 2.040	* 39.935	* 30.828	* 0,09949	295	5	3	95	* 5.665	* 146.776	* 48.347
	* 0,40442	36	1	1	30	* 1.969	* 48.791	* 34.026	* 0,10901	231	4	3	67	* 2.534	* 65.592	* 52.044
	* 0,83732	37	1	2	30	* 3.011	* 76.797	* 49.455	Cálculo da Proporção Ótima:	* 0,10918	104	2	4	39	* 1.395	* 35.324	* 21.983
	* 0,93158	38	1	4	30	* 2.520	* 62.549	* 34.081	* 0,11038	229	4	3	67	* 3.322	* 86.737	* 63.953
	* 0,38681	39	1	3	30	* 1.907	* 46.141	* 30.915	Tamanho:	* 0,11237	74	2	1	34	* 1.927	* 41.314	* 28.235
	* 0,92982	40	1	4	30	* 1.512	* 37.663	* 25.565	Estrato I....:	304	* 0,11461	95	2	2	37	* 3.113	* 87.322	* 36.705
	* 0,89869	41	1	1	30	* 1.509	* 31.004	* 25.913	Estrato II...:	34							
	* 0,66091	42	1	4	30	* 1.721	* 38.798	* 29.414							
	* 0,09372	43	1	4	30	* 1.062	* 26.995	* 23.069	Desvio Padrão (Área)							
	* 0,46033	44	1	4	30	* 2.110	* 49.743	* 30.647	Estrato I....:	* 20,29							
	* 0,75577	45	1	4	30	* 2.138	* 49.164	* 26.049	Estrato II...:	* 42,69							
	* 0,97367	46	1	4	30	* 2.942	* 63.104	* 32.243							
	* 0,48623	47	2	3	31	* 1.861	* 42.905	* 27.936	Tamanho da Amostra:	50							
	* 0,92609	48	2	4	31	* 2.883	* 60.601	* 58.042							
	* 0,79436	49	2	4	31	* 3.381	* 72.251	* 32.403	Selecionar de cada Estrato							
	* 0,95061	50	2	4	31	* 3.280	* 66.998	* 35.026	Estrato I....:	* 40,48							
	* 0,81639	51	2	3	31	* 1.664	* 45.381	* 30.831	Estrato II...:	* 9,52							
	* 0,35321	52	2	4	31	* 2.419	* 55.834	* 30.374							
	* 0,57231	53	2	4	31	* 1.734	* 44.943	* 21.588							
	* 0,70653	54	2	3	31	* 1.087	* 27.887	* 17.605	Quantidade de Cana							
	* 0,03214	55	2	4	31	* 1.895	* 45.492	* 24.468	Média	Nh	Estimativa Total	Estimativa Média							
	* 0,56378	56	2	1	31	* 1.814	* 39.446	* 24.309	Estrato I....:	* 3.531	304	* 1.073.465,00	* 3.175,93							
	* 0,46338	57	2	1	31	* 1.871	* 40.499	* 33.568	Estrato II...:	* 8.873	34	* 301.679,00	* 892,54							
	* 0,92017	58	2	3	31	* 1.342	* 37.834	* 31.542	Total......:	338	* 1.375.144,00	* 4.068,47							
	* 0,99874	59	2	4	31	* 2.129	* 54.586	* 38.467							
	* 0,50097	60	2	4	31	* 2.989	* 63.366	* 23.559	Nh = População em cada estrato							
	* 0,26294	61	2	3	32	* 2.332	* 60.367	* 33.839							
	* 0,73949	62	2	4	32	* 1.829	* 43.801	* 27.461	Receita							
	* 0,07691	63	2	3	32	* 2.610	* 67.818	* 38.454	Média	Nh	Estimativa Total	Estimativa Média							
	* 0,55325	64	2	3	32	* 2.076	* 55.302	* 35.513	Estrato I....:	* 82.569	304	* 25.101.065,00	* 74.263,51							
	* 0,32734	65	2	1	32	* 1.133	* 26.706	* 24.000	Estrato II...:	* 215.743	34	* 7.335.247,00	* 21.701,91							
	* 0,98223	66	2	4	33	* 2.528	* 57.814	* 44.586	Total......:	338	* 32.436.312,00	* 95.965,42							
	* 0,07043	67	2	4	33	* 2.881	* 69.602	* 34.034							
	* 0,97216	68	2	1	34	* 1.561	* 30.896	* 31.022	Nh = População em cada estrato							
	* 0,18381	69	2	3	34	* 2.724	* 67.774	* 34.446							
	* 0,90559	70	2	4	34	* 2.540	* 53.267	* 32.654							
	* 0,45879	71	2	1	34	* 1.924	* 40.603	* 37.105							
	* 0,26647	72	2	1	34	* 2.012	* 46.206	* 33.633							
	* 0,70523	73	2	3	34	* 1.723	* 48.835	* 28.340							
	* 0,11237	74	2	1	34	* 1.927	* 41.314	* 28.235							
	* 0,91552	75	2	4	34	* 1.945	* 47.868	* 27.777							
	* 0,28911	76	2	3	35	* 2.635	* 59.059	* 32.037							
	* 0,66253	77	2	4	35	* 2.499	* 61.666	* 48.123							
	* 0,80154	78	2	3	35	* 1.978	* 57.585	* 21.401							
	* 0,79290	79	2	2	35	* 3.835	* 98.282	* 56.494							
	* 0,71880	80	2	3	35	* 3.277	* 90.848	* 25.103							
	* 0,84819	81	2	1	35	* 2.375	* 44.401	* 42.209							
	* 0,80471	82	2	1	36	* 2.328	* 44.602	* 34.332							
	* 0,03706	83	2	3	36	* 2.911	* 78.086	* 34.587							
	* 0,28286	84	2	4	36	* 2.201	* 55.232	* 27.035							
	* 0,62718	85	2	1	36	* 2.156	* 46.772	* 34.169							
	* 0,03336	86	2	1	36	* 2.288	* 41.147	* 33.013							
	* 0,79918	87	2	1	36	* 1.306	* 27.491	* 17.373							
	* 0,25447	88	2	1	36	* 3.146	* 66.173	* 45.776							
	* 0,20400	89	2	2	36	* 3.900	* 101.277	* 45.132							
	* 0,15802	90	2	1	37	* 2.546	* 54.574	* 31.343							
	* 0,41637	91	2	4	37	* 2.022	* 50.246	* 30.513							
	* 0,04815	92	2	1	37	* 2.038	* 39.422	* 30.940							
	* 0,80422	93	2	2	37	* 3.296	* 86.532	* 45.958							
	* 0,94802	94	2	3	37	* 2.466	* 60.707	* 41.982							
	* 0,11461	95	2	2	37	* 3.113	* 87.322	* 36.705							
	* 0,00951	96	2	4	37	* 2.590	* 55.922	* 35.433							
	* 0,67332	97	2	2	37	* 3.431	* 96.687	* 46.253							
	* 0,52230	98	2	2	38	* 3.445	* 88.035	* 48.898							
	* 0,18189	99	2	3	38	* 2.839	* 73.846	* 48.170							
	* 0,15990	100	2	4	38	* 2.852	* 65.023	* 49.640							
	* 0,31531	101	2	4	38	* 2.541	* 62.110	* 35.631							
	* 0,15570	102	2	1	39	* 1.737	* 38.297	* 35.188							
	* 0,16815	103	2	4	39	* 2.045	* 54.320	* 32.463							
	* 0,10918	104	2	4	39	* 1.395	* 35.324	* 21.983							
	* 0,01957	105	2	4	39	* 2.846	* 66.364	* 33.077							
	* 0,49715	106	2	4	40	* 4.102	* 88.924	* 56.279							
	* 0,53336	107	2	3	40	* 2.318	* 67.381	* 32.621							
	* 0,07779	108	2	4	40	* 2.591	* 58.477	* 37.096							
	* 0,24180	109	2	3	40	* 2.417	* 57.922	* 43.927
* 0,89464	110	2	2	40	* 3.752	* 93.929	* 52.616							
	* 0,80537	111	2	3	40	* 2.738	* 64.127	* 25.657							
	* 0,67991	112	2	1	40	* 3.068	* 64.813	* 48.694							
	* 0,33278	113	3	4	41	* 3.730	* 80.009	* 30.905							
	* 0,35931	114	3	1	41	* 3.200	* 73.067	* 50.369							
	* 0,40297	115	3	4	41	* 4.088	* 96.432	* 46.047							
	* 0,34576	116	3	1	41	* 2.071	* 42.948	* 41.513							
	* 0,32628	117	3	4	41	* 3.081	* 70.031	* 26.005							
	* 0,32672	118	3	3	42	* 2.437	* 71.427	* 49.462							
	* 0,67515	119	3	1	42	* 2.875	* 61.872	* 38.451							
	* 0,19715	120	3	4	42	* 4.533	* 97.111	* 65.968							
	* 0,51591	121	3	4	42	* 2.548	* 63.186	* 28.904							
	* 0,91688	122	3	1	43	* 2.702	* 61.921	* 38.941							
	* 0,31041	123	3	3	43	* 3.815	* 109.448	* 45.882							
	* 0,36062	124	3	1	43	* 3.068	* 60.626	* 49.641							
	* 0,51223	125	3	1	43	* 2.394	* 55.847	* 34.927							
	* 0,92930	126	3	1	43	* 3.045	* 77.013	* 50.933							
	* 0,70600	127	3	2	44	* 3.858	* 93.871	* 68.816							
	* 0,14205	128	3	2	44	* 2.980	* 75.712	* 62.482							
	* 0,76587	129	3	3	44	* 1.913	* 58.804	* 46.638							
	* 0,01995	130	3	1	44	* 2.580	* 49.968	* 45.649							
	* 0,65268	131	3	3	44	* 2.668	* 64.570	* 45.667							
	* 0,93559	132	3	2	44	* 4.256	* 99.810	* 41.243							
	* 0,06806	133	3	4	45	* 3.516	* 85.183	* 36.198							
	* 0,40202	134	3	3	45	* 2.885	* 80.854	* 41.703							
	* 0,48473	135	3	1	45	* 1.817	* 45.408	* 43.410							
	* 0,56664	136	3	1	45	* 2.363	* 44.011	* 33.813							
	* 0,14744	137	3	3	45	* 3.105	* 88.244	* 32.045							
	* 0,83451	138	3	3	45	* 2.350	* 64.022	* 36.215							
	* 0,84623	139	3	3	45	* 3.207	* 82.476	* 37.481							
	* 0,00620	140	3	4	45	* 4.333	* 95.576	* 60.946							
	* 0,64273	141	3	1	45	* 2.870	* 60.121	* 35.903							
	* 0,19873	142	3	4	45	* 1.887	* 47.370	* 29.633							
	* 0,37196	143	3	1	46	* 3.463	* 69.687	* 55.438							
	* 0,33033	144	3	1	46	* 3.579	* 76.597	* 42.230							
	* 0,41409	145	3	3	46	* 2.833	* 74.687	* 50.378							
	* 0,42165	146	3	4	46	* 3.146	* 76.872	* 30.105							
	* 0,41833	147	3	3	46	* 3.044	* 82.393	* 27.030							
	* 0,68810	148	3	4	46	* 3.574	* 80.781	* 37.278							
	* 0,55871	149	3	2	46	* 3.275	* 81.745	* 47.104							
	* 0,27270	150	3	3	46	* 2.378	* 59.581	* 37.055							
	* 0,87331	151	3	4	47	* 2.477	* 54.436	* 29.796							
	* 0,63940	152	3	4	47	* 4.526	* 113.460	* 77.475							
	* 0,12217	153	3	1	47	* 3.878	* 78.316	* 41.848							
	* 0,39855	154	3	1	47	* 3.350	* 71.961	* 60.084							
	* 0,27122	155	3	4	47	* 1.850	* 43.338	* 30.363							
	* 0,48224	156	3	2	47	* 4.359	* 106.339	* 55.711							
	* 0,30145	157	3	4	47	* 2.894	* 65.311	* 48.091							
	* 0,83530	158	3	1	47	* 4.474	* 113.131	* 62.353							
	* 0,45501	159	3	1	47	* 3.933	* 75.758	* 38.750							
	* 0,60729	160	3	4	48	* 3.559	* 83.222	* 46.172							
	* 0,22581	161	3	1	48	* 2.579	* 57.673	* 40.960							
	* 0,31719	162	3	3	48	* 3.727	* 95.141	* 39.957							
	* 0,28849	163	3	2	49	* 4.699	* 111.822	* 74.645							
	* 0,23507	164	3	1	49	* 3.284	* 81.861	* 69.331							
	* 0,63373	165	3	3	49	* 3.729	* 98.342	* 85.594							
	* 0,84187	166	3	4	50	* 4.031	* 93.868	* 41.793							
	* 0,41319	167	3	1	50	* 3.128	* 68.109	* 53.356							
	* 0,89320	168	4	3	51	* 3.581	* 96.077	* 52.855							
	* 0,45383	169	4	1	51	* 3.391	* 67.470	* 47.710							
	* 0,18885	170	4	2	51	* 4.545	* 116.771	* 61.725							
	* 0,35045	171	4	1	51	* 2.816	* 64.158	* 48.205							
	* 0,74296	172	4	2	51	* 3.142	* 86.877	* 56.629							
	* 0,11751	173	4	4	52	* 4.125	* 87.393	* 51.353							
	* 0,27759	174	4	1	52	* 2.620	* 52.973	* 40.349							
	* 0,31904	175	4	4	52	* 2.534	* 57.307	* 51.695							
	* 0,95702	176	4	1	53	* 2.763	* 61.683	* 46.734							
	* 0,46099	177	4	1	53	* 3.455	* 76.241	* 45.568							
	* 0,54421	178	4	3	53	* 3.679	* 102.513	* 69.720							
	* 0,81196	179	4	1	53	* 3.123	* 62.544	* 35.920							
	* 0,78349	180	4	1	54	* 2.982	* 54.935	* 46.572							
	* 0,96747	181	4	2	54	* 3.437	* 89.502	* 55.678							
	* 0,24212	182	4	3	54	* 3.362	* 100.841	* 31.971							
	* 0,74715	183	4	3	54	* 3.018	* 77.229	* 39.969							
	* 0,85998	184	4	1	54	* 3.931	* 121.829	* 85.032							
	* 0,65722	185	4	4	55	* 4.135	* 89.807	* 61.904							
	* 0,26031	186	4	2	55	* 4.977	* 117.159	* 70.275							
	* 0,63781	187	4	4	55	* 2.658	* 56.261	* 42.179							
	* 0,08585	188	4	1	56	* 3.296	* 70.258	* 51.104							
	* 0,29899	189	4	1	56	* 3.974	* 76.143	* 44.470							
	* 0,23735	190	4	1	56	* 3.800	* 74.134	* 40.782							
	* 0,77243	191	4	4	56	* 4.487	* 98.698	* 49.940							
	* 0,97654	192	4	3	56	* 4.755	* 126.929	* 52.324							
	* 0,30239	193	4	1	56	* 3.318	* 51.694	* 45.661							
	* 0,00683	194	4	3	57	* 3.809	* 93.689	* 60.899							
	* 0,96629	195	4	4	57	* 5.277	* 108.004	* 65.223							
	* 0,21613	196	4	1	57	* 4.152	* 75.903	* 81.103							
	* 0,70101	197	4	3	57	* 4.039	* 97.889	* 40.224							
	* 0,00469	198	4	3	57	* 3.711	* 87.495	* 48.068							
	* 0,88220	199	4	2	57	* 6.957	* 172.642	* 86.780							
	* 0,52147	200	4	4	58	* 6.338	* 133.739	* 70.720							
	* 0,62024	201	4	1	58	* 2.523	* 49.273	* 43.829							
	* 0,73580	202	4	2	58	* 5.518	* 144.534	* 76.403							
	* 0,54126	203	4	1	58	* 3.334	* 61.902	* 53.358							
	* 0,12147	204	4	3	58	* 3.227	* 87.225	* 48.393							
	* 0,33887	205	4	1	59	* 3.368	* 62.871	* 55.872							
	* 0,49085	206	4	4	59	* 5.056	* 112.827	* 74.167							
	* 0,12875	207	4	4	59	* 5.998	* 149.860	* 67.958							
	* 0,92746	208	4	1	59	* 2.480	* 53.608	* 37.766							
	* 0,38030	209	4	4	60	* 2.845	* 65.678	* 41.774							
	* 0,92417	210	4	1	60	* 4.051	* 86.398	* 58.638							
	* 0,81150	211	4	4	60	* 4.920	* 113.155	* 70.082							
	* 0,53198	212	4	1	60	* 4.735	* 89.746	* 48.618							
	* 0,94121	213	4	1	61	* 3.228	* 61.608	* 49.056							
	* 0,95528	214	4	3	61	* 3.651	* 82.376	* 51.607							
	* 0,41070	215	4	1	61	* 3.870	* 70.869	* 58.292							
	* 0,03096	216	4	1	61	* 3.351	* 60.156	* 52.910							
	* 0,74557	217	4	3	62	* 4.986	* 111.176	* 55.174							
	* 0,65432	218	4	4	63	* 5.997	* 148.375	* 77.027							
	* 0,56959	219	4	1	63	* 3.443	* 68.477	* 52.389							
	* 0,25002	220	4	3	63	* 3.814	* 117.576	* 68.660							
	* 0,88445	221	4	4	64	* 4.550	* 106.881	* 82.554							
	* 0,84238	222	4	3	64	* 2.828	* 69.174	* 54.173							
	* 0,34029	223	4	3	65	* 4.055	* 119.295	* 39.290							
	* 0,24535	224	4	1	66	* 3.228	* 72.233	* 69.842							
	* 0,73030	225	4	3	66	* 4.038	* 92.636	* 92.543							
	* 0,21804	226	4	1	66	* 5.215	* 108.816	* 69.587							
	* 0,89505	227	4	1	66	* 3.779	* 78.192	* 58.778							
	* 0,24240	228	4	3	66	* 2.871	* 74.152	* 61.743							
	* 0,11038	229	4	3	67	* 3.322	* 86.737	* 63.953							
	* 0,54253	230	4	1	67	* 4.158	* 95.953	* 88.902							
	* 0,10901	231	4	3	67	* 2.534	* 65.592	* 52.044							
	* 0,94794	232	4	1	68	* 4.669	* 96.590	* 88.034							
	* 0,06532	233	4	1	68	* 4.429	* 90.710	* 62.288							
	* 0,92537	234	4	3	68	* 3.820	* 112.538	* 66.340							
	* 0,25750	235	4	1	69	* 5.441	* 113.166	* 105.125							
	* 0,18578	236	4	3	69	* 4.090	* 118.604	* 60.756							
	* 0,92011	237	4	2	69	* 2.575	* 37.184	* 22.706							
	* 0,48619	238	4	3	69	* 4.218	* 127.221	* 63.439							
	* 0,39461	239	4	4	69	* 6.852	* 145.092	* 88.699							
	* 0,76856	240	4	1	70	* 4.854	* 97.788	* 74.610							
	* 0,40371	241	4	4	70	* 4.954	* 117.808	* 83.114							
	* 0,98494	242	4	4	70	* 6.209	* 142.153	* 96.640							
	* 0,79284	243	5	3	71	* 5.613	* 146.504	* 62.005							
	* 0,63365	244	5	2	71	* 7.162	* 190.648	* 110.433							
	* 0,73940	245	5	1	71	* 3.243	* 71.992	* 59.879							
	* 0,77996	246	5	3	71	* 5.601	* 122.138	* 101.859							
	* 0,70524	247	5	4	71	* 4.696	* 98.385	* 47.369							
	* 0,88877	248	5	4	72	* 4.558	* 102.663	* 54.407							
	* 0,09446	249	5	1	72	* 4.729	* 110.049	* 94.960							
	* 0,89348	250	5	1	72	* 4.340	* 86.796	* 68.188							
	* 0,42495	251	5	2	72	* 5.569	* 132.096	* 90.235							
	* 0,22650	252	5	1	73	* 4.125	* 85.390	* 72.021
* 0,74297	253	5	4	73	* 6.381	* 149.717	* 76.647							
	* 0,14089	254	5	3	73	* 2.318	* 58.678	* 39.781							
	* 0,74132	255	5	3	73	* 3.920	* 110.046	* 60.409							
	* 0,13513	256	5	3	73	* 5.052	* 131.567	* 95.866							
	* 0,59991	257	5	2	74	* 6.955	* 168.509	* 68.399							
	* 0,73543	258	5	3	74	* 5.629	* 144.141	* 62.275							
	* 0,34019	259	5	3	75	* 4.416	* 125.197	* 64.048							
	* 0,09473	260	5	3	75	* 4.845	* 109.256	* 73.600							
	* 0,86341	261	5	1	76	* 3.467	* 81.400	* 49.998							
	* 0,47394	262	5	1	76	* 4.373	* 88.050	* 59.757							
	* 0,00349	263	5	1	76	* 5.407	* 93.303	* 75.543							
	* 0,77525	264	5	1	76	* 5.600	* 117.773	* 74.855							
	* 0,36029	265	5	3	77	* 4.928	* 130.383	* 49.582							
	* 0,80830	266	5	1	77	* 6.188	* 128.327	* 98.272							
	* 0,54853	267	5	3	77	* 5.390	* 160.996	* 98.819							
	* 0,36269	268	5	2	79	* 7.621	* 190.926	* 124.128							
	* 0,29215	269	5	4	79	* 5.277	* 131.489	* 55.972							
	* 0,92374	270	5	1	79	* 6.179	* 130.305	* 68.785							
	* 0,05006	271	5	3	80	* 3.647	* 98.111	* 76.621							
	* 0,76739	272	5	3	80	* 5.757	* 166.391	* 69.451							
	* 0,20351	273	5	3	80	* 5.165	* 130.964	* 56.050							
	* 0,37112	274	5	1	81	* 4.174	* 89.555	* 56.381							
	* 0,72513	275	5	2	81	* 9.140	* 238.279	* 143.525							
	* 0,07112	276	5	1	81	* 6.541	* 122.540	* 98.521							
	* 0,84840	277	5	1	82	* 5.558	* 121.002	* 69.034							
	* 0,45020	278	5	1	82	* 4.453	* 131.032	* 96.592							
	* 0,01322	279	5	1	84	* 6.515	* 133.563	* 100.418							
	* 0,11698	280	5	1	84	* 7.027	* 149.692	* 115.142							
	* 0,75422	281	5	3	84	* 3.504	* 100.677	* 51.448							
	* 0,64425	282	5	1	85	* 3.280	* 76.996	* 99.611							
	* 0,31757	283	5	1	87	* 5.684	* 112.769	* 124.340							
	* 0,68772	284	5	1	87	* 5.524	* 104.922	* 73.270							
	* 0,97012	285	5	1	87	* 4.593	* 97.258	* 79.560							
	* 0,66426	286	5	3	88	* 6.961	* 164.239	* 86.304							
	* 0,72125	287	5	1	91	* 5.831	* 126.204	* 87.828							
	* 0,76955	288	5	1	93	* 4.478	* 112.841	* 95.902							
	* 0,97715	289	5	1	93	* 4.085	* 125.288	* 127.042							
	* 0,65220	290	5	1	93	* 6.170	* 101.459	* 81.061							
	* 0,44108	291	5	1	93	* 5.548	* 99.882	* 94.665							
	* 0,07246	292	5	1	94	* 5.539	* 119.700	* 86.780							
	* 0,58935	293	5	1	95	* 6.805	* 126.815	* 80.901							
	* 0,72858	294	5	2	95	* 6.788	* 174.980	* 103.085							
	* 0,09949	295	5	3	95	* 5.665	* 146.776	* 48.347							
	* 0,85106	296	5	2	96	* 7.169	* 177.329	* 116.100							
	* 0,04420	297	5	3	96	* 8.202	* 213.936	* 79.198							
	* 0,93814	298	5	4	97	* 7.040	* 186.131	* 133.257							
	* 0,24277	299	5	3	97	* 5.607	* 158.198	* 62.687							
	* 0,96002	300	5	1	97	* 8.961	* 167.895	* 113.195							
	* 0,73364	301	5	4	98	* 6.494	* 159.712	* 86.458							
	* 0,69998	302	5	2	98	* 9.266	* 226.978	* 130.207							
	* 0,13806	303	5	1	100	* 4.092	* 80.773	* 47.409							
	* 0,04535	304	5	4	100	* 7.963	* 198.923	* 141.601							
Questão 7
Questão 1
	POPULAÇÃO DE FAZENDAS	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Tamanho da Amostra	50	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa
	0,4766985386	1	1	3	18	* 1.040	* 27.631	* 11.992	* 0,0023379	134	3	3	45	* 2.885	* 80.854	* 41.703
	0,2299040943	2	1	3	19	* 1.187	* 34.886	* 15.557	Informe o tamanho da amostra;	* 0,0043290	12	1	2	23	* 3.007	* 76.314	* 48.626
	0,6582608265	3	1	4	20	* 1.592	* 39.497	* 26.654	Clique no botão "Gerar"	* 0,0074041	268	5	2	79	* 7.621	* 190.926	* 124.128
	0,9535038581	4	1	1	21	* 541	* 11.703	* 12.456	* 0,0113167	174	4	1	52	* 2.620	* 52.973	* 40.349
	0,5425575649	5	1	1	22	* 1.381	* 26.546	* 17.018	* 0,0171626	40	1	4	30	* 1.512	* 37.663	* 25.565
	0,7844340062	6	1	1	22	* 1.213	* 22.509	* 21.067	* 0,0247098	250	5	1	72	* 4.340	* 86.796	* 68.188
	0,2847646173	7	1	4	22	* 1.312	* 31.725	* 17.798	* 0,0350133	327	6	1	146	* 8.266	* 165.169	* 164.779
	0,2821713739	8	1	1	23	* 1.581	* 30.164	* 24.829	* 0,0360892	98	2	2	38	* 3.445	* 88.035	* 48.898
	0,6584608691	9	1	4	23	* 1.982	* 44.485	* 28.217	* 0,0429942	35	1	1	29	* 2.040	* 39.935	* 30.828
	0,8216617473	10	1	2	23	* 2.508	* 65.551	* 35.211	* 0,0563734	271	5	3	80	* 3.647	* 98.111	* 76.621
	0,5548761217	11	1	2	23	* 2.900	* 72.335	* 41.471	* 0,0566381	280	5	1	84	* 7.027	* 149.692	* 115.142
	0,0043289729	12	1	2	23	* 3.007	* 76.314	* 48.626	* 0,0604823	326	6	1	145	* 6.935	* 140.129	* 150.081
	0,5922579332	13	1	2	23	* 2.641	* 70.136	* 47.868	* 0,0617294	130	3	1	44	* 2.580	* 49.968	* 45.649
	0,6090983845	14	1	2	23	* 2.743	* 64.069	* 41.062	* 0,0636001	185	4	4	55	* 4.135	* 89.807	* 61.904
	0,4778967615	15	1	1	24	* 1.935	* 37.263	* 22.060	* 0,0680524	128	3	2	44	* 2.980	* 75.712	* 62.482
	0,9226106393	16	1	4	24	* 2.191	* 49.000	* 26.771	* 0,0694684	147	3	3	46	* 3.044	* 82.393	* 27.030
	0,8716364252	17	1	1	24	* 1.882	* 41.964	* 26.289	* 0,0732632	93	2	2	37	* 3.296	* 86.532	* 45.958
	0,4107884224	18	1	4	24	* 1.112	* 25.145	* 14.782	* 0,0743844	38	1	4	30	* 2.520	* 62.549	* 34.081
	0,8842809361	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,0746922	57	2	1	31	* 1.871	* 40.499	* 33.568
	0,7940234009	20	1	1	25	* 1.748	* 36.955	* 28.482	* 0,0775127	200	4	4	58	* 6.338	* 133.739	* 70.720
	0,2301657959	21	1	4	25	* 2.937	* 64.017	* 44.840	* 0,0810840	272	5	3	80	* 5.757	* 166.391	* 69.451
	0,3637514252	22	1	2	26	* 2.453	* 61.347	* 28.469	* 0,0827587	88	2	1	36	* 3.146	* 66.173	* 45.776
	0,2370635862	23	1	4	26	* 1.131	* 27.803	* 22.756	* 0,0851453	214	4	3	61	* 3.651	* 82.376	* 51.607
	0,7394025687	24	1	1	26	* 1.757	* 32.187	* 31.253	* 0,0855449	314	6	3	110	* 7.184	* 194.341	* 101.082
	0,4335432064	25	1	4	26	* 2.361	* 53.630	* 31.493	* 0,0873121	102	2	1	39	* 1.737	* 38.297	* 35.188
	0,3114785196	26	1	4	27	* 1.360	* 36.174	* 22.250	* 0,0875780	290	5	1	93	* 6.170	* 101.459	* 81.061
	0,7565699845	27	1	4	28	* 2.395	* 53.501	* 32.342	* 0,0876890	197	4	3	57	* 4.039	* 97.889	* 40.224
	0,6597897259	28	1	1	28	* 2.041	* 38.534	* 23.742	* 0,0906491	184	4	1	54	* 3.931	* 121.829	* 85.032
	0,5822076709	29	1	4	28	* 3.387	* 65.395	* 37.557	* 0,0947820	123	3	3	43	* 3.815	* 109.448	* 45.882
	0,8871120403	30	1	4	29	* 2.368	* 57.075	* 51.234	* 0,1002980	53	2	4	31	* 1.734	* 44.943	* 21.588
	0,8186881481	31	1	4	29	* 1.319	* 34.196	* 16.174	* 0,1025136	153	3	1	47	* 3.878	* 78.316	* 41.848
	0,1364956668	32	1	1	29	* 2.074	* 44.572	* 35.699	* 0,1090467	232	4	1	68	* 4.669	* 96.590	* 88.034
	0,1245821121	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,1095349	204	4	3	58	* 3.227	* 87.225	* 48.393
	0,6635686297	34	1	4	29	* 1.818	* 40.315	* 28.769	* 0,1099466	156	3	2	47	* 4.359	* 106.339	* 55.711
	0,0429941804	35	1	1	29	* 2.040	* 39.935	* 30.828	* 0,1134247	258	5	3	74	* 5.629	* 144.141	* 62.275
	0,5319069479	36	1	1	30	* 1.969	* 48.791	* 34.026	* 0,1161296	282	5	1	85	* 3.280	* 76.996	* 99.611
	0,7254022348	37	1	2	30	* 3.011	* 76.797	* 49.455	* 0,1198020	307	6	1	101	* 6.003	* 173.494	* 133.976
	0,0743843968	38	1	4	30	* 2.520	* 62.549	* 34.081	* 0,1245821	33	1	3	29	* 1.523	* 36.201	* 22.140
	0,6181783738	39	1	3	30	* 1.907	* 46.141	* 30.915	* 0,1282394	60	2	4	31	* 2.989	* 63.366	* 23.559
	0,0171626221	40	1	4	30	* 1.512	* 37.663	* 25.565	* 0,1286827	334	6	4	183	* 13.935	* 322.467	* 157.377
	0,9463174512	41	1	1	30	* 1.509	* 31.004	* 25.913	* 0,1308793	264	5	1	76	* 5.600	* 117.773	* 74.855
	0,6158750018	42	1	4	30	* 1.721	* 38.798	* 29.414	* 0,1348223	270	5	1	79	* 6.179	* 130.305	* 68.785
	0,2998182696	43	1	4	30	* 1.062	* 26.995	* 23.069	* 0,1358639	211	4	4	60	* 4.920	* 113.155	* 70.082
	0,1967044735	44	1	4	30	* 2.110	* 49.743	* 30.647	* 0,1364957	32	1	1	29	* 2.074	* 44.572	* 35.699
	0,3684698045	45	1	4	30	* 2.138	* 49.164	* 26.049	* 0,1377788	127	3	2	44	* 3.858	* 93.871	* 68.816
	0,9119433021	46	1	4	30	* 2.942	* 63.104	* 32.243	* 0,1387027	239	4	4	69	* 6.852	* 145.092	* 88.699
	0,863051596	47	2	3	31	* 1.861	* 42.905	* 27.936	* 0,1445128	228	4	3	66	* 2.871	* 74.152	* 61.743
	0,717455957	48	2	4	31	* 2.883	* 60.601	* 58.042	* 0,1471743	125
3	1	43	* 2.394	* 55.847	* 34.927
	0,657728138	49	2	4	31	* 3.381	* 72.251	* 32.403	* 0,1477294	281	5	3	84	* 3.504	* 100.677	* 51.448
	0,8362778373	50	2	4	31	* 3.280	* 66.998	* 35.026	* 0,1509896	285	5	1	87	* 4.593	* 97.258	* 79.560
	0,3799236007	51	2	3	31	* 1.664	* 45.381	* 30.831							
	0,1642227799	52	2	4	31	* 2.419	* 55.834	* 30.374							
	0,1002980205	53	2	4	31	* 1.734	* 44.943	* 21.588							
	0,8053096629	54	2	3	31	* 1.087	* 27.887	* 17.605							
	0,1665909483	55	2	4	31	* 1.895	* 45.492	* 24.468							
	0,522669059	56	2	1	31	* 1.814	* 39.446	* 24.309							
	0,0746921633	57	2	1	31	* 1.871	* 40.499	* 33.568							
	0,1680008488	58	2	3	31	* 1.342	* 37.834	* 31.542							
	0,5126541536	59	2	4	31	* 2.129	* 54.586	* 38.467							
	0,1282394313	60	2	4	31	* 2.989	* 63.366	* 23.559							
	0,8300709296	61	2	3	32	* 2.332	* 60.367	* 33.839							
	0,2310136262	62	2	4	32	* 1.829	* 43.801	* 27.461							
	0,4980442462	63	2	3	32	* 2.610	* 67.818	* 38.454							
	0,5507482793	64	2	3	32	* 2.076	* 55.302	* 35.513							
	0,6517580003	65	2	1	32	* 1.133	* 26.706	* 24.000							
	0,7020731308	66	2	4	33	* 2.528	* 57.814	* 44.586							
	0,7628913838	67	2	4	33	* 2.881	* 69.602	* 34.034							
	0,5659824292	68	2	1	34	* 1.561	* 30.896	* 31.022							
	0,5463174593	69	2	3	34	* 2.724	* 67.774	* 34.446							
	0,4234956461	70	2	4	34	* 2.540	* 53.267	* 32.654							
	0,4879630487	71	2	1	34	* 1.924	* 40.603	* 37.105							
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	0,9779805646	104	2	4	39	* 1.395	* 35.324	* 21.983							
	0,7310989518	105	2	4	39	* 2.846	* 66.364	* 33.077							
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	0,9499496015	107	2	3	40	* 2.318	* 67.381	* 32.621							
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	0,5103721704	110	2	2	40	* 3.752	* 93.929	* 52.616							
	0,8826959461	111	2	3	40	* 2.738	* 64.127	* 25.657							
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	0,6881926855	126	3	1	43	* 3.045	* 77.013	* 50.933							
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	0,0617294354	130	3	1	44	* 2.580	* 49.968	* 45.649							
	0,9585928558	131	3	3	44	* 2.668	* 64.570	* 45.667							
	0,2393139088	132	3	2	44	* 4.256	* 99.810	* 41.243							
	0,5989981808	133	3	4	45	* 3.516	* 85.183	* 36.198							
	0,0023379165	134	3	3	45	* 2.885	* 80.854	* 41.703							
	0,6288106856	135	3	1	45	* 1.817	* 45.408	* 43.410							
	0,7262894557	136	3	1	45	* 2.363	* 44.011	* 33.813							
	0,9812309137	137	3	3	45	* 3.105	* 88.244	* 32.045							
	0,8148331098	138	3	3	45	* 2.350	* 64.022	* 36.215							
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	0,8581377507	141	3	1	45	* 2.870	* 60.121	* 35.903							
	0,5471130981	142	3	4	45	* 1.887	* 47.370	* 29.633							
	0,9462546434	143	3	1	46	* 3.463	* 69.687	* 55.438							
	0,276629809	144	3	1	46	* 3.579	* 76.597	* 42.230							
	0,9720353954	145	3	3	46	* 2.833	* 74.687	* 50.378							
	0,933210526	146	3	4	46	* 3.146	* 76.872	* 30.105							
	0,0694683598	147	3	3	46	* 3.044	* 82.393	* 27.030							
	0,6953220333	148	3	4	46	* 3.574	* 80.781	* 37.278							
	0,712985151	149	3	2	46	* 3.275	* 81.745	* 47.104							
	0,810235424	150	3	3	46	* 2.378	* 59.581	* 37.055							
	0,7673128649	151	3	4	47	* 2.477	* 54.436	* 29.796							
	0,9796130422	152	3	4	47	* 4.526	* 113.460	* 77.475							
	0,1025135869	153	3	1	47	* 3.878	* 78.316	* 41.848							
	0,3785470725	154	3	1	47	* 3.350	* 71.961	* 60.084							
	0,3144877102	155	3	4	47	* 1.850	* 43.338	* 30.363							
	0,109946578	156	3	2	47	* 4.359	* 106.339	* 55.711							
	0,6856259253	157	3	4	47	* 2.894	* 65.311	* 48.091							
	0,4262668999	158	3	1	47	* 4.474	* 113.131	* 62.353							
	0,4673551648	159	3	1	47	* 3.933	* 75.758	* 38.750							
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	0,2874401908	161	3	1	48	* 2.579	* 57.673	* 40.960							
	0,9042610456	162	3	3	48	* 3.727	* 95.141	* 39.957							
	0,7685848753	163	3	2	49	* 4.699	* 111.822	* 74.645							
	0,4492385722	164	3	1	49	* 3.284	* 81.861	* 69.331							
	0,404276133	165	3	3	49	* 3.729	* 98.342	* 85.594							
	0,6914498292	166	3	4	50	* 4.031	* 93.868	* 41.793							
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	0,9146843936	171	4	1	51	* 2.816	* 64.158	* 48.205							
	0,2494471537	172	4	2	51	* 3.142	* 86.877	* 56.629							
	0,1981611442	173	4	4	52	* 4.125	* 87.393	* 51.353							
	0,0113167087	174	4	1	52	* 2.620	* 52.973	* 40.349							
	0,9639862424	175	4	4	52	* 2.534	* 57.307	* 51.695							
	0,8731397306	176	4	1	53	* 2.763	* 61.683	* 46.734							
	0,1549333261	177	4	1	53	* 3.455	* 76.241	* 45.568							
	0,9076661262	178	4	3	53	* 3.679	* 102.513	* 69.720							
	0,8778702639	179	4	1	53	* 3.123	* 62.544	* 35.920							
	0,6171313318	180	4	1	54	* 2.982	* 54.935	* 46.572							
	0,8825026808	181	4	2	54	* 3.437	* 89.502	* 55.678							
	0,5904410228	182	4	3	54	* 3.362	* 100.841	* 31.971							
	0,6508057086	183	4	3	54	* 3.018	* 77.229	* 39.969							
	0,0906490729	184
4	1	54	* 3.931	* 121.829	* 85.032							
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	0,3487986611	186	4	2	55	* 4.977	* 117.159	* 70.275							
	0,4646811381	187	4	4	55	* 2.658	* 56.261	* 42.179							
	0,2022774032	188	4	1	56	* 3.296	* 70.258	* 51.104							
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	0,7870076466	190	4	1	56	* 3.800	* 74.134	* 40.782							
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	0,0876889925	197	4	3	57	* 4.039	* 97.889	* 40.224							
	0,7753352433	198	4	3	57	* 3.711	* 87.495	* 48.068							
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	0,9121738617	202	4	2	58	* 5.518	* 144.534	* 76.403							
	0,4325931681	203	4	1	58	* 3.334	* 61.902	* 53.358							
	0,1095349264	204	4	3	58	* 3.227	* 87.225	* 48.393							
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	0,4489239724	206	4	4	59	* 5.056	* 112.827	* 74.167							
	0,3803715827	207	4	4	59	* 5.998	* 149.860	* 67.958							
	0,7627684757	208	4	1	59	* 2.480	* 53.608	* 37.766							
	0,7917652122	209	4	4	60	* 2.845	* 65.678	* 41.774							
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	0,7991198557	212	4	1	60	* 4.735	* 89.746	* 48.618							
	0,9443067525	213	4	1	61	* 3.228	* 61.608	* 49.056							
	0,0851453115	214	4	3	61	* 3.651	* 82.376	* 51.607							
	0,8930139203	215	4	1	61	* 3.870	* 70.869	* 58.292							
	0,7721773896	216	4	1	61	* 3.351	* 60.156	* 52.910							
	0,7046961121	217	4	3	62	* 4.986	* 111.176	* 55.174							
	0,5675509172	218	4	4	63	* 5.997	* 148.375	* 77.027							
	0,8497221769	219	4	1	63	* 3.443	* 68.477	* 52.389							
	0,8580243824	220	4	3	63	* 3.814	* 117.576	* 68.660							
	0,3096603166	221	4	4	64	* 4.550	* 106.881	* 82.554							
	0,8628566486	222	4	3	64	* 2.828	* 69.174	* 54.173							
	0,4196042138	223	4	3	65	* 4.055	* 119.295	* 39.290							
	0,4710380606	224	4	1	66	* 3.228	* 72.233	* 69.842							
	0,8484748548	225	4	3	66	* 4.038	* 92.636	* 92.543							
	0,3498045526	226	4	1	66	* 5.215	* 108.816	* 69.587							
	0,1813208145	227	4	1	66	* 3.779	* 78.192	* 58.778							
	0,1445127784	228	4	3	66	* 2.871	* 74.152	* 61.743							
	0,6575751968	229	4	3	67	* 3.322	* 86.737	* 63.953							
	0,4481531453	230	4	1	67	* 4.158	* 95.953	* 88.902							
	0,2047666458	231	4	3	67	* 2.534	* 65.592	* 52.044							
	0,1090467394	232	4	1	68	* 4.669	* 96.590	* 88.034							
	0,7593309822	233	4	1	68	* 4.429	* 90.710	* 62.288							
	0,1648263698	234	4	3	68	* 3.820	* 112.538	* 66.340							
	0,256603664	235	4	1	69	* 5.441	* 113.166	* 105.125							
	0,9894255335	236	4	3	69	* 4.090	* 118.604	* 60.756							
	0,1543459354	237	4	2	69	* 2.575	* 37.184	* 22.706							
	0,3067135651	238	4	3	69	* 4.218	* 127.221	* 63.439							
	0,1387026752	239	4	4	69	* 6.852	* 145.092	* 88.699							
	0,7429776612	240	4	1	70	* 4.854	* 97.788	* 74.610							
	0,9297540256	241	4	4	70	* 4.954	* 117.808	* 83.114							
	0,7239526093	242	4	4	70	* 6.209	* 142.153	* 96.640							
	0,4336213903	243	5	3	71	* 5.613	* 146.504	* 62.005							
	0,1723712672	244	5	2	71	* 7.162	* 190.648	* 110.433							
	0,4762061367	245	5	1	71	* 3.243	* 71.992	* 59.879							
	0,1748353507	246	5	3	71	* 5.601	* 122.138	* 101.859							
	0,2051971689	247	5	4	71	* 4.696	* 98.385	* 47.369							
	0,8238629903	248	5	4	72	* 4.558	* 102.663	* 54.407							
	0,7083157699	249	5	1	72	* 4.729	* 110.049	* 94.960							
	0,0247097919	250	5	1	72	* 4.340	* 86.796	* 68.188							
	0,3894339562	251	5	2	72	* 5.569	* 132.096	* 90.235							
	0,4799109954	252	5	1	73	* 4.125	* 85.390	* 72.021							
	0,317613894	253	5	4	73	* 6.381	* 149.717	* 76.647							
	0,8386419431	254	5	3	73	* 2.318	* 58.678	* 39.781							
	0,2786419513	255	5	3	73	* 3.920	* 110.046	* 60.409							
	0,9550926795	256	5	3	73	* 5.052	* 131.567	* 95.866							
	0,2098775327	257	5	2	74	* 6.955	* 168.509	* 68.399							
	0,1134247408	258	5	3	74	* 5.629	* 144.141	* 62.275							
	0,4894569765	259	5	3	75	* 4.416	* 125.197	* 64.048							
	0,2280576737	260	5	3	75	* 4.845	* 109.256	* 73.600							
	0,8985921533	261	5	1	76	* 3.467	* 81.400	* 49.998							
	0,9895727679	262	5	1	76	* 4.373	* 88.050	* 59.757							
	0,1914430347	263	5	1	76	* 5.407	* 93.303	* 75.543							
	0,1308793185	264	5	1	76	* 5.600	* 117.773	* 74.855							
	0,697428955	265	5	3	77	* 4.928	* 130.383	* 49.582							
	0,8483135305	266	5	1	77	* 6.188	* 128.327	* 98.272							
	0,4180639003	267	5	3	77	* 5.390	* 160.996	* 98.819							
	0,0074041045	268	5	2	79	* 7.621	* 190.926	* 124.128							
	0,2619164078	269	5	4	79	* 5.277	* 131.489	* 55.972							
	0,1348222934	270	5	1	79	* 6.179	* 130.305	* 68.785							
	0,0563733788	271	5	3	80	* 3.647	* 98.111	* 76.621							
	0,0810839823	272	5	3	80	* 5.757	* 166.391	* 69.451							
	0,3829709693	273	5	3	80	* 5.165	* 130.964	* 56.050							
	0,6741917512	274	5	1	81	* 4.174	* 89.555	* 56.381							
	0,6264811088	275	5	2	81	* 9.140	* 238.279	* 143.525							
	0,4302976179	276	5	1	81	* 6.541	* 122.540	* 98.521							
	0,8187700358	277	5	1	82	* 5.558	* 121.002	* 69.034							
	0,4419148398	278	5	1	82	* 4.453	* 131.032	* 96.592							
	0,5302605417	279	5	1	84	* 6.515	* 133.563	* 100.418							
	0,0566381235	280	5	1	84	* 7.027	* 149.692	* 115.142							
	0,1477293506	281	5	3	84	* 3.504	* 100.677	* 51.448							
	0,1161296348	282	5	1	85	* 3.280	* 76.996	* 99.611							
	0,6975663974	283	5	1	87	* 5.684	* 112.769	* 124.340							
	0,9336875844	284	5	1	87	* 5.524	* 104.922	* 73.270							
	0,1509895526	285	5	1	87	* 4.593	* 97.258	* 79.560							
	0,3294413078	286	5	3	88	* 6.961	* 164.239	* 86.304							
	0,6114077061	287	5	1	91	* 5.831	* 126.204	* 87.828							
	0,4047965359	288	5	1	93	* 4.478	* 112.841	* 95.902							
	0,6640369106	289	5	1	93	* 4.085	* 125.288	* 127.042							
	0,0875780262	290	5	1	93	* 6.170	* 101.459	* 81.061							
	0,768358061	291	5	1	93	* 5.548	* 99.882	* 94.665							
	0,5213325816	292	5	1	94	* 5.539	* 119.700	* 86.780							
	0,6108745102	293	5	1	95	* 6.805	* 126.815	* 80.901							
	0,8603055159	294	5	2	95	* 6.788	* 174.980	* 103.085							
	0,2204525483	295	5	3	95	* 5.665	* 146.776	* 48.347							
	0,7540792987	296	5	2	96	* 7.169	* 177.329	* 116.100							
	0,8462053975	297	5	3	96	* 8.202	* 213.936	* 79.198							
	0,5048520538	298	5	4	97	* 7.040	* 186.131	* 133.257							
	0,9262852179	299	5	3	97	* 5.607	* 158.198	* 62.687							
	0,3506441879	300	5	1	97	* 8.961	* 167.895	* 113.195							
	0,7611108977	301	5	4	98	* 6.494	* 159.712	* 86.458							
	0,5237461033	302	5	2	98	* 9.266	* 226.978	* 130.207							
	0,4762291646	303	5	1	100	* 4.092	* 80.773	* 47.409							
	0,8735940638	304	5	4	100	* 7.963	* 198.923	* 141.601							
	0,4641915466	305	6	3	101	* 7.418	* 204.336	* 71.173							
	0,5981659228	306	6	2	101	* 8.195	* 214.579	* 153.077							
	0,1198019671	307	6	1	101	* 6.003	* 173.494	* 133.976							
	0,6052861684	308	6	3	102	* 7.108	* 160.797	* 75.083							
	0,6856167218	309	6	4	102	* 5.026	* 120.089	* 70.423							
	0,6523258437	310	6	4	103	* 4.316	* 92.135	* 79.934							
	0,2505524402	311	6	1	106	* 4.011	* 81.199	* 50.860							
	0,9618629127	312	6	1	106	* 3.833	* 88.975	* 106.256							
	0,4932991377	313	6	2	106	* 9.467	* 221.285	* 123.487							
	0,085544922	314	6	3	110	* 7.184	* 194.341	* 101.082							
	0,6320789488	315	6	1	111	* 8.046	* 181.653	* 108.157							
	0,2439814331	316	6	1	116	* 7.512	* 202.043	* 157.589							
	0,5289698904	317	6	3	116	* 8.803	* 234.906	* 132.766							
	0,8430990349	318	6	3	117	* 6.673	* 182.505	*
89.233							
	0,5640062836	319	6	4	125	* 7.461	* 185.911	* 159.597							
	0,5195296552	320	6	1	125	* 8.409	* 184.755	* 135.655							
	0,3142500274	321	6	1	126	* 8.848	* 172.623	* 111.381							
	0,1578613926	322	6	3	126	* 4.910	* 140.241	* 68.438							
	0,2115626721	323	6	1	136	* 8.154	* 197.606	* 136.951							
	0,1779955286	324	6	3	142	* 9.175	* 233.956	* 128.349							
	0,8106742102	325	6	3	143	* 7.661	* 201.309	* 100.978							
	0,0604823451	326	6	1	145	* 6.935	* 140.129	* 150.081							
	0,0350133399	327	6	1	146	* 8.266	* 165.169	* 164.779							
	0,9985633666	328	6	2	149	* 14.846	* 355.898	* 247.779							
	0,471631811	329	6	1	149	* 11.563	* 280.903	* 154.414							
	0,2602192196	330	6	1	151	* 12.018	* 222.723	* 191.829							
	0,4243415527	331	6	3	153	* 8.482	* 204.745	* 91.921							
	0,505752133	332	6	3	156	* 7.289	* 213.364	* 118.735							
	0,4595874496	333	6	3	164	* 10.602	* 269.303	* 90.267							
	0,128682687	334	6	4	183	* 13.935	* 322.467	* 157.377							
	0,2775948074	335	6	1	186	* 8.755	* 198.284	* 195.149							
	0,5554314209	336	6	3	213	* 13.544	* 340.786	* 220.076							
	0,3899671866	337	6	3	263	* 17.534	* 484.346	* 277.218							
	0,6011536342	338	6	3	280	* 19.697	* 468.392	* 345.305							
Questão 2
	Questão 2
	Calcule as estimativas de quantidade de cana total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Cana por Fazenda	Total	Média
	Estimativa	* 1.444.003,60	* 4.272,20
	Variância	* 9.716.754.274,32	* 85.052,64
	Erro-Padrão	* 98.573,60	* 291,64
	Coef. Variação	6,83%	6,83%
Questão 3
	Questão 3
	Calcule as estimativas de receita total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Receita por Fazenda	Total	Média
	Estimativa	* 33.859.346,04	* 100.175,58
	Variância	* 5.249.984.339.604,27	* 45.954.136,23
	Erro-Padrão	* 2.291.284,43	* 6.778,95
	Coef. Variação	6,77%	6,77%
Questão 4
	Questão 4
	Calcule a estimativa da propoção de fazendas cuja área é maior do que 100, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Área por Fazenda (A>100)
	Estimador de P	* 0,10
	Variância	* 0,00157
	Erro-Padrão	* 0,03956
	Coef. Variação	39,56%
	Auxiliar
	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Área>100
	* 0,0023379	134	3	3	45	* 2.885	* 80.854	* 41.703	0
	* 0,0043290	12	1	2	23	* 3.007	* 76.314	* 48.626	0
	* 0,0074041	268	5	2	79	* 7.621	* 190.926	* 124.128	0
	* 0,0113167	174	4	1	52	* 2.620	* 52.973	* 40.349	0
	* 0,0171626	40	1	4	30	* 1.512	* 37.663	* 25.565	0
	* 0,0247098	250	5	1	72	* 4.340	* 86.796	* 68.188	0
	* 0,0350133	327	6	1	146	* 8.266	* 165.169	* 164.779	1
	* 0,0360892	98	2	2	38	* 3.445	* 88.035	* 48.898	0
	* 0,0429942	35	1	1	29	* 2.040	* 39.935	* 30.828	0
	* 0,0563734	271	5	3	80	* 3.647	* 98.111	* 76.621	0
	* 0,0566381	280	5	1	84	* 7.027	* 149.692	* 115.142	0
	* 0,0604823	326	6	1	145	* 6.935	* 140.129	* 150.081	1
	* 0,0617294	130	3	1	44	* 2.580	* 49.968	* 45.649	0
	* 0,0636001	185	4	4	55	* 4.135	* 89.807	* 61.904	0
	* 0,0680524	128	3	2	44	* 2.980	* 75.712	* 62.482	0
	* 0,0694684	147	3	3	46	* 3.044	* 82.393	* 27.030	0
	* 0,0732632	93	2	2	37	* 3.296	* 86.532	* 45.958	0
	* 0,0743844	38	1	4	30	* 2.520	* 62.549	* 34.081	0
	* 0,0746922	57	2	1	31	* 1.871	* 40.499	* 33.568	0
	* 0,0775127	200	4	4	58	* 6.338	* 133.739	* 70.720	0
	* 0,0810840	272	5	3	80	* 5.757	* 166.391	* 69.451	0
	* 0,0827587	88	2	1	36	* 3.146	* 66.173	* 45.776	0
	* 0,0851453	214	4	3	61	* 3.651	* 82.376	* 51.607	0
	* 0,0855449	314	6	3	110	* 7.184	* 194.341	* 101.082	1
	* 0,0873121	102	2	1	39	* 1.737	* 38.297	* 35.188	0
	* 0,0875780	290	5	1	93	* 6.170	* 101.459	* 81.061	0
	* 0,0876890	197	4	3	57	* 4.039	* 97.889	* 40.224	0
	* 0,0906491	184	4	1	54	* 3.931	* 121.829	* 85.032	0
	* 0,0947820	123	3	3	43	* 3.815	* 109.448	* 45.882	0
	* 0,1002980	53	2	4	31	* 1.734	* 44.943	* 21.588	0
	* 0,1025136	153	3	1	47	* 3.878	* 78.316	* 41.848	0
	* 0,1090467	232	4	1	68	* 4.669	* 96.590	* 88.034	0
	* 0,1095349	204	4	3	58	* 3.227	* 87.225	* 48.393	0
	* 0,1099466	156	3	2	47	* 4.359	* 106.339	* 55.711	0
	* 0,1134247	258	5	3	74	* 5.629	* 144.141	* 62.275	0
	* 0,1161296	282	5	1	85	* 3.280	* 76.996	* 99.611	0
	* 0,1198020	307	6	1	101	* 6.003	* 173.494	* 133.976	1
	* 0,1245821	33	1	3	29	* 1.523	* 36.201	* 22.140	0
	* 0,1282394	60	2	4	31	* 2.989	* 63.366	* 23.559	0
	* 0,1286827	334	6	4	183	* 13.935	* 322.467	* 157.377	1
	* 0,1308793	264	5	1	76	* 5.600	* 117.773	* 74.855	0
	* 0,1348223	270	5	1	79	* 6.179	* 130.305	* 68.785	0
	* 0,1358639	211	4	4	60	* 4.920	* 113.155	* 70.082	0
	* 0,1364957	32	1	1	29	* 2.074	* 44.572	* 35.699	0
	* 0,1377788	127	3	2	44	* 3.858	* 93.871	* 68.816	0
	* 0,1387027	239	4	4	69	* 6.852	* 145.092	* 88.699	0
	* 0,1445128	228	4	3	66	* 2.871	* 74.152	* 61.743	0
	* 0,1471743	125	3	1	43	* 2.394	* 55.847	* 34.927	0
	* 0,1477294	281	5	3	84	* 3.504	* 100.677	* 51.448	0
	* 0,1509896	285	5	1	87	* 4.593	* 97.258	* 79.560	0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
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	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0
0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	TOTAL	5
Questão 5
	Questão 5
	Obtenha a estimativa da quantidade de cana plantada por unidade de área, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Área por Fazenda (A>100)
	Razão	* 68,20
	Variância	* 23,18	* 6,22
	Erro-Padrão	* 4,81
	Coef. Variação	7,06%
	Auxiliar	Média Pop (ÁREA):	* 60,25
	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área (xi)	Quant (yi)	Receita	Despesa	(yi-R.xi)^2
	* 0,0023379	134	3	3	45	2885	80854	41703	33896	* 1.067,95	S²x
	* 0,0043290	12	1	2	23	3007	76314	48626	2068834	* 4.990.936,41	s²y
	* 0,0074041	268	5	2	79	7621	190926	124128	4986326	* 63.292,34	s²xy
	* 0,0113167	174	4	1	52	2620	52973	40349	858451	* 251,58
	* 0,0171626	40	1	4	30	1512	37663	25565	285234
	* 0,0247098	250	5	1	72	4340	86796	68188	325556
	* 0,0350133	327	6	1	146	8266	165169	164779	2861356
	* 0,0360892	98	2	2	38	3445	88035	48898	728134
	* 0,0429942	35	1	1	29	2040	39935	30828	3860
	* 0,0563734	271	5	3	80	3647	98111	76621	3273183
	* 0,0566381	280	5	1	84	7027	149692	115142	1684794
	* 0,0604823	326	6	1	145	6935	140129	150081	8728195
	* 0,0617294	130	3	1	44	2580	49968	45649	177163
	* 0,0636001	185	4	4	55	4135	89807	61904	147354
	* 0,0680524	128	3	2	44	2980	75712	62482	437
	* 0,0694684	147	3	3	46	3044	82393	27030	8707
	* 0,0732632	93	2	2	37	3296	86532	45958	596772
	* 0,0743844	38	1	4	30	2520	62549	34081	224607
	* 0,0746922	57	2	1	31	1871	40499	33568	59183
	* 0,0775127	200	4	4	58	6338	133739	70720	5675159
	* 0,0810840	272	5	3	80	5757	166391	69451	90484
	* 0,0827587	88	2	1	36	3146	66173	45776	477084
	* 0,0851453	214	4	3	61	3651	82376	51607	259435
	* 0,0855449	314	6	3	110	7184	194341	101082	101294
	* 0,0873121	102	2	1	39	1737	38297	35188	851735
	* 0,0875780	290	5	1	93	6170	101459	81061	29869
	* 0,0876890	197	4	3	57	4039	97889	40224	22941
	* 0,0906491	184	4	1	54	3931	121829	85032	61538
	* 0,0947820	123	3	3	43	3815	109448	45882	778446
	* 0,1002980	53	2	4	31	1734	44943	21588	144609
	* 0,1025136	153	3	1	47	3878	78316	41848	452237
	* 0,1090467	232	4	1	68	4669	96590	88034	976
	* 0,1095349	204	4	3	58	3227	87225	48393	531063
	* 0,1099466	156	3	2	47	4359	106339	55711	1330530
	* 0,1134247	258	5	3	74	5629	144141	62275	338748
	* 0,1161296	282	5	1	85	3280	76996	99611	6336327
	* 0,1198020	307	6	1	101	6003	173494	133976	784013
	* 0,1245821	33	1	3	29	1523	36201	22140	206907
	* 0,1282394	60	2	4	31	2989	63366	23559	765143
	* 0,1286827	334	6	4	183	13935	322467	157377	2113988
	* 0,1308793	264	5	1	76	5600	117773	74855	173569
	* 0,1348223	270	5	1	79	6179	130305	68785	625694
	* 0,1358639	211	4	4	60	4920	113155	70082	685343
	* 0,1364957	32	1	1	29	2074	44572	35699	9241
	* 0,1377788	127	3	2	44	3858	93871	68816	734609
	* 0,1387027	239	4	4	69	6852	145092	88699	4605456
	* 0,1445128	228	4	3	66	2871	74152	61743	2658074
	* 0,1471743	125	3	1	43	2394	55847	34927	290202
	* 0,1477294	281	5	3	84	3504	100677	51448	4950642
	* 0,1509896	285	5	1	87	4593	97258	79560	1797238
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0
0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	TOTAL	* 64.934.634,55
Qustão 6 
	ESTRATO I - Área menor ou igual a 100	ESTRATO II - Área >100	Amostra Slecionada	ESTRATO I - Área menor ou igual a 100	Amostra Slecionada	ESTRATO II - Área >100
	Nº Gerado	Rótulo	Classe	Região	Área	Quant (y1)	Receita (x1)	Despesa	Nº Gerado	Rótulo	Classe	Região	Área	Quant (y2)	Receita (x2)	Despesa	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa
	* 0,06043	1	1	3	18	* 1.040	* 27.631	* 11.992	* 0,09464	305	6	3	101	* 7.418	* 204.336	* 71.173	* 0,00349	263	5	1	76	* 5.407	* 93.303	* 75.543	* 0,04336	338	6	3	280	* 19.697	* 468.392	* 345.305
	* 0,68676	2	1	3	19	* 1.187	* 34.886	* 15.557	* 0,18798	306	6	2	101	* 8.195	* 214.579	* 153.077	* 0,00469	198	4	3	57	* 3.711	* 87.495	* 48.068	* 0,05700	332	6	3	156	* 7.289	* 213.364	* 118.735
	* 0,45680	3	1	4	20	* 1.592	* 39.497	* 26.654	* 0,22852	307	6	1	101	* 6.003	* 173.494	* 133.976	* 0,00620	140	3	4	45	* 4.333	* 95.576	* 60.946	* 0,05929	321	6	1	126	* 8.848	* 172.623	* 111.381
	* 0,57872	4	1	1	21	* 541	* 11.703	* 12.456	* 0,74575	308	6	3	102	* 7.108	* 160.797	* 75.083	* 0,00683	194	4	3	57	* 3.809	* 93.689	* 60.899	* 0,09464	305	6	3	101	* 7.418	* 204.336	* 71.173
	* 0,41298	5	1	1	22	* 1.381	* 26.546	* 17.018	* 0,90569	309	6	4	102	* 5.026	* 120.089	* 70.423	* 0,00951	96	2	4	37	* 2.590	* 55.922	* 35.433	* 0,12099	310	6	4	103	* 4.316	* 92.135	* 79.934
	* 0,86327	6	1	1	22	* 1.213	* 22.509	* 21.067	* 0,12099	310	6	4	103	* 4.316	* 92.135	* 79.934	* 0,01322	279	5	1	84	* 6.515	* 133.563	* 100.418	* 0,13979	324	6	3	142	* 9.175	* 233.956	* 128.349
	* 0,43266	7	1	4	22	* 1.312	* 31.725	* 17.798	* 0,34158	311	6	1	106	* 4.011	* 81.199	* 50.860	* 0,01957	105	2	4	39	* 2.846	* 66.364	* 33.077	* 0,18798	306	6	2	101	* 8.195	* 214.579	* 153.077
	* 0,16701	8	1	1	23	* 1.581	* 30.164	* 24.829	* 0,44815	312	6	1	106	* 3.833	* 88.975	* 106.256	* 0,01995	130	3	1	44	* 2.580	* 49.968	* 45.649	* 0,22770	333	6	3	164	* 10.602	* 269.303	* 90.267
	* 0,08737	9	1	4	23	* 1.982	* 44.485	* 28.217	* 0,80937	313	6	2	106	* 9.467	* 221.285	* 123.487	* 0,02101	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,22852	307	6	1	101	* 6.003	* 173.494	* 133.976
	* 0,72970	10	1	2	23	* 2.508	* 65.551	* 35.211	* 0,34038	314	6	3	110	* 7.184	* 194.341	* 101.082	* 0,02274	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,29313	323	6	1	136	* 8.154	* 197.606	* 136.951
	* 0,78773	11	1	2	23	* 2.900	* 72.335	* 41.471	* 0,38697	315	6	1	111	* 8.046	* 181.653	* 108.157	* 0,03021	16	1	4	24	* 2.191	* 49.000	* 26.771							
	* 0,51585	12	1	2	23	* 3.007	* 76.314	* 48.626	* 0,52071	316	6	1	116	* 7.512	* 202.043	* 157.589	* 0,03096	216	4	1	61	* 3.351	* 60.156	* 52.910							
	* 0,51230	13	1	2	23	* 2.641	* 70.136	* 47.868	* 0,67331	317	6	3	116	* 8.803	* 234.906	* 132.766	* 0,03214	55	2	4	31	* 1.895	* 45.492	* 24.468							
	* 0,87518	14	1	2	23	* 2.743	* 64.069	* 41.062	* 0,64739	318	6	3	117	* 6.673	* 182.505	* 89.233	* 0,03336	86	2	1	36	* 2.288	* 41.147	* 33.013							
	* 0,28707	15	1	1	24	* 1.935	* 37.263	* 22.060	* 0,90926	319	6	4	125	* 7.461	* 185.911	* 159.597	* 0,03706	83	2	3	36	* 2.911	* 78.086	* 34.587							
	* 0,03021	16	1	4	24	* 2.191	* 49.000	* 26.771	* 0,42170	320	6	1	125	* 8.409	* 184.755	* 135.655	* 0,04420	297	5	3	96	* 8.202	* 213.936	* 79.198							
	* 0,35557	17	1	1	24	* 1.882	* 41.964	* 26.289	* 0,05929	321	6	1	126	* 8.848	* 172.623	* 111.381	* 0,04535	304	5	4	100	* 7.963	* 198.923	* 141.601							
	* 0,40486	18	1	4	24	* 1.112	* 25.145	* 14.782	* 0,66748	322	6	3	126	* 4.910	* 140.241	* 68.438	* 0,04815	92	2	1	37	* 2.038	* 39.422	* 30.940							
	* 0,02101	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,29313	323	6	1	136	* 8.154	* 197.606	* 136.951	* 0,05006	271	5	3	80	* 3.647	* 98.111	* 76.621							
	* 0,21030	20	1	1	25	* 1.748	* 36.955	* 28.482	* 0,13979	324	6	3	142	* 9.175	* 233.956	* 128.349	* 0,06043	1	1	3	18	* 1.040	* 27.631	* 11.992							
	* 0,06517	21	1	4	25	* 2.937	* 64.017	* 44.840	* 0,94582	325	6	3	143	* 7.661	* 201.309	* 100.978	* 0,06517	21	1	4	25	* 2.937	* 64.017	* 44.840							
	* 0,46385	22	1	2	26	* 2.453	* 61.347	* 28.469	* 0,48665	326	6	1	145	* 6.935	* 140.129	* 150.081	* 0,06532	233	4	1	68	* 4.429	* 90.710	* 62.288							
	* 0,82791	23	1	4	26	* 1.131	* 27.803	* 22.756	* 0,52224	327	6	1	146	* 8.266	* 165.169	* 164.779	* 0,06806	133	3	4	45	* 3.516	* 85.183	* 36.198							
	* 0,59833	24	1	1	26	* 1.757	* 32.187	* 31.253	* 0,87249	328	6	2	149	* 14.846	* 355.898	* 247.779	* 0,07043	67	2	4	33	* 2.881	* 69.602	* 34.034							
	* 0,07452	25	1	4	26	* 2.361	* 53.630	* 31.493	* 0,50943	329	6	1	149	* 11.563	* 280.903	* 154.414	* 0,07112	276	5	1	81	* 6.541	* 122.540	* 98.521							
	* 0,45297	26	1	4	27	* 1.360	* 36.174	* 22.250	* 0,55658	330	6	1	151	* 12.018	* 222.723	* 191.829	* 0,07246	292	5	1	94	* 5.539	* 119.700	* 86.780							
	* 0,29393	27	1	4	28	* 2.395	* 53.501	* 32.342	* 0,60438	331	6	3	153	* 8.482	* 204.745	* 91.921	* 0,07452	25	1	4	26	* 2.361	* 53.630	* 31.493							
	* 0,94809	28	1	1	28	* 2.041	* 38.534	* 23.742	* 0,05700	332	6	3	156	* 7.289	* 213.364	* 118.735	* 0,07691	63	2	3	32	* 2.610	* 67.818	* 38.454							
	* 0,66411	29	1	4	28	* 3.387	* 65.395	* 37.557	* 0,22770	333	6	3	164	* 10.602	* 269.303	* 90.267	* 0,07779	108	2	4	40	* 2.591	* 58.477	* 37.096							
	* 0,83971	30	1	4	29	* 2.368	* 57.075	* 51.234	* 0,75260	334	6	4	183	* 13.935	* 322.467	* 157.377	* 0,08585	188	4	1	56	* 3.296	* 70.258	*
51.104							
	* 0,83311	31	1	4	29	* 1.319	* 34.196	* 16.174	* 0,77519	335	6	1	186	* 8.755	* 198.284	* 195.149	* 0,08737	9	1	4	23	* 1.982	* 44.485	* 28.217							
	* 0,28380	32	1	1	29	* 2.074	* 44.572	* 35.699	* 0,44244	336	6	3	213	* 13.544	* 340.786	* 220.076	* 0,09372	43	1	4	30	* 1.062	* 26.995	* 23.069							
	* 0,02274	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,67860	337	6	3	263	* 17.534	* 484.346	* 277.218	* 0,09446	249	5	1	72	* 4.729	* 110.049	* 94.960							
	* 0,85282	34	1	4	29	* 1.818	* 40.315	* 28.769	* 0,04336	338	6	3	280	* 19.697	* 468.392	* 345.305	* 0,09473	260	5	3	75	* 4.845	* 109.256	* 73.600							
	* 0,70661	35	1	1	29	* 2.040	* 39.935	* 30.828	* 0,09949	295	5	3	95	* 5.665	* 146.776	* 48.347
	* 0,40442	36	1	1	30	* 1.969	* 48.791	* 34.026	* 0,10901	231	4	3	67	* 2.534	* 65.592	* 52.044
	* 0,83732	37	1	2	30	* 3.011	* 76.797	* 49.455	Cálculo da Proporção Ótima:	* 0,10918	104	2	4	39	* 1.395	* 35.324	* 21.983
	* 0,93158	38	1	4	30	* 2.520	* 62.549	* 34.081	* 0,11038	229	4	3	67	* 3.322	* 86.737	* 63.953
	* 0,38681	39	1	3	30	* 1.907	* 46.141	* 30.915	Tamanho:	* 0,11237	74	2	1	34	* 1.927	* 41.314	* 28.235
	* 0,92982	40	1	4	30	* 1.512	* 37.663	* 25.565	Estrato I....:	304	* 0,11461	95	2	2	37	* 3.113	* 87.322	* 36.705
	* 0,89869	41	1	1	30	* 1.509	* 31.004	* 25.913	Estrato II...:	34							
	* 0,66091	42	1	4	30	* 1.721	* 38.798	* 29.414							
	* 0,09372	43	1	4	30	* 1.062	* 26.995	* 23.069	Desvio Padrão (Área)							
	* 0,46033	44	1	4	30	* 2.110	* 49.743	* 30.647	Estrato I....:	* 20,29							
	* 0,75577	45	1	4	30	* 2.138	* 49.164	* 26.049	Estrato II...:	* 42,69							
	* 0,97367	46	1	4	30	* 2.942	* 63.104	* 32.243							
	* 0,48623	47	2	3	31	* 1.861	* 42.905	* 27.936	Tamanho da Amostra:	50							
	* 0,92609	48	2	4	31	* 2.883	* 60.601	* 58.042							
	* 0,79436	49	2	4	31	* 3.381	* 72.251	* 32.403	Selecionar de cada Estrato							
	* 0,95061	50	2	4	31	* 3.280	* 66.998	* 35.026	Estrato I....:	* 40,48							
	* 0,81639	51	2	3	31	* 1.664	* 45.381	* 30.831	Estrato II...:	* 9,52							
	* 0,35321	52	2	4	31	* 2.419	* 55.834	* 30.374							
	* 0,57231	53	2	4	31	* 1.734	* 44.943	* 21.588							
	* 0,70653	54	2	3	31	* 1.087	* 27.887	* 17.605	Quantidade de Cana							
	* 0,03214	55	2	4	31	* 1.895	* 45.492	* 24.468	Média	Nh	Estimativa Total	Estimativa Média							
	* 0,56378	56	2	1	31	* 1.814	* 39.446	* 24.309	Estrato I....:	* 3.531	304	* 1.073.465,00	* 3.175,93							
	* 0,46338	57	2	1	31	* 1.871	* 40.499	* 33.568	Estrato II...:	* 8.873	34	* 301.679,00	* 892,54							
	* 0,92017	58	2	3	31	* 1.342	* 37.834	* 31.542	Total......:	338	* 1.375.144,00	* 4.068,47							
	* 0,99874	59	2	4	31	* 2.129	* 54.586	* 38.467							
	* 0,50097	60	2	4	31	* 2.989	* 63.366	* 23.559	Nh = População em cada estrato							
	* 0,26294	61	2	3	32	* 2.332	* 60.367	* 33.839							
	* 0,73949	62	2	4	32	* 1.829	* 43.801	* 27.461	Receita							
	* 0,07691	63	2	3	32	* 2.610	* 67.818	* 38.454	Média	Nh	Estimativa Total	Estimativa Média							
	* 0,55325	64	2	3	32	* 2.076	* 55.302	* 35.513	Estrato I....:	* 82.569	304	* 25.101.065,00	* 74.263,51							
	* 0,32734	65	2	1	32	* 1.133	* 26.706	* 24.000	Estrato II...:	* 215.743	34	* 7.335.247,00	* 21.701,91							
	* 0,98223	66	2	4	33	* 2.528	* 57.814	* 44.586	Total......:	338	* 32.436.312,00	* 95.965,42							
	* 0,07043	67	2	4	33	* 2.881	* 69.602	* 34.034							
	* 0,97216	68	2	1	34	* 1.561	* 30.896	* 31.022	Nh = População em cada estrato							
	* 0,18381	69	2	3	34	* 2.724	* 67.774	* 34.446							
	* 0,90559	70	2	4	34	* 2.540	* 53.267	* 32.654							
	* 0,45879	71	2	1	34	* 1.924	* 40.603	* 37.105							
	* 0,26647	72	2	1	34	* 2.012	* 46.206	* 33.633							
	* 0,70523	73	2	3	34	* 1.723	* 48.835	* 28.340							
	* 0,11237	74	2	1	34	* 1.927	* 41.314	* 28.235							
	* 0,91552	75	2	4	34	* 1.945	* 47.868	* 27.777							
	* 0,28911	76	2	3	35	* 2.635	* 59.059	* 32.037							
	* 0,66253	77	2	4	35	* 2.499	* 61.666	* 48.123							
	* 0,80154	78	2	3	35	* 1.978	* 57.585	* 21.401							
	* 0,79290	79	2	2	35	* 3.835	* 98.282	* 56.494							
	* 0,71880	80	2	3	35	* 3.277	* 90.848	* 25.103							
	* 0,84819	81	2	1	35	* 2.375	* 44.401	* 42.209							
	* 0,80471	82	2	1	36	* 2.328	* 44.602	* 34.332							
	* 0,03706	83	2	3	36	* 2.911	* 78.086	* 34.587							
	* 0,28286	84	2	4	36	* 2.201	* 55.232	* 27.035							
	* 0,62718	85	2	1	36	* 2.156	* 46.772	* 34.169							
	* 0,03336	86	2	1	36	* 2.288	* 41.147	* 33.013							
	* 0,79918	87	2	1	36	* 1.306	* 27.491	* 17.373							
	* 0,25447	88	2	1	36	* 3.146	* 66.173	* 45.776							
	* 0,20400	89	2	2	36	* 3.900	* 101.277	* 45.132							
	* 0,15802	90	2	1	37	* 2.546	* 54.574	* 31.343							
	* 0,41637	91	2	4	37	* 2.022	* 50.246	* 30.513							
	* 0,04815	92	2	1	37	* 2.038	* 39.422	* 30.940							
	* 0,80422	93	2	2	37	* 3.296	* 86.532	* 45.958							
	* 0,94802	94	2	3	37	* 2.466	* 60.707	* 41.982							
	* 0,11461	95	2	2	37	* 3.113	* 87.322	* 36.705							
	* 0,00951	96	2	4	37	* 2.590	* 55.922	* 35.433							
	* 0,67332	97	2	2	37	* 3.431	* 96.687	* 46.253							
	* 0,52230	98	2	2	38	* 3.445	* 88.035	* 48.898							
	* 0,18189	99	2	3	38	* 2.839	* 73.846	* 48.170							
	* 0,15990	100	2	4	38	* 2.852	* 65.023	* 49.640							
	* 0,31531	101	2	4	38	* 2.541	* 62.110	* 35.631							
	* 0,15570	102	2	1	39	* 1.737	* 38.297	* 35.188							
	* 0,16815	103	2	4	39	* 2.045	* 54.320	* 32.463							
	* 0,10918	104	2	4	39	* 1.395	* 35.324	* 21.983							
	* 0,01957	105	2	4	39	* 2.846	* 66.364	* 33.077							
	* 0,49715	106	2	4	40	* 4.102	* 88.924	* 56.279							
	* 0,53336	107	2	3	40	* 2.318	* 67.381	* 32.621							
	* 0,07779	108	2	4	40	* 2.591	* 58.477	* 37.096							
	* 0,24180	109	2	3	40	* 2.417	* 57.922	* 43.927							
	* 0,89464	110	2	2	40	* 3.752	* 93.929	* 52.616							
	* 0,80537	111	2	3	40	* 2.738	* 64.127	* 25.657							
	* 0,67991	112	2	1	40	* 3.068	* 64.813	* 48.694							
	* 0,33278	113	3	4	41	* 3.730	* 80.009	* 30.905							
	* 0,35931	114	3	1	41	* 3.200	* 73.067	* 50.369							
	* 0,40297	115	3	4	41	* 4.088	* 96.432	* 46.047							
	* 0,34576	116	3	1	41	* 2.071	* 42.948	* 41.513							
	* 0,32628	117	3	4	41	* 3.081	* 70.031	* 26.005							
	* 0,32672	118	3	3	42	* 2.437	* 71.427	* 49.462							
	* 0,67515	119	3	1	42	* 2.875	* 61.872	* 38.451							
	* 0,19715	120	3	4	42	* 4.533	* 97.111	* 65.968							
	* 0,51591	121	3	4	42	* 2.548	* 63.186	* 28.904							
	* 0,91688	122	3	1	43	* 2.702	* 61.921	* 38.941							
	* 0,31041	123	3	3	43	* 3.815	* 109.448	* 45.882							
	* 0,36062	124	3	1	43	* 3.068	* 60.626	* 49.641							
	* 0,51223	125	3	1	43	* 2.394	* 55.847	* 34.927							
	* 0,92930	126	3	1	43	* 3.045	* 77.013	* 50.933							
	* 0,70600	127	3	2	44	* 3.858	* 93.871	* 68.816							
	* 0,14205	128	3	2	44	* 2.980	* 75.712	* 62.482							
	* 0,76587	129	3	3	44	* 1.913	* 58.804	* 46.638							
	* 0,01995	130	3	1	44	* 2.580	* 49.968	* 45.649							
	* 0,65268	131	3	3	44	* 2.668	* 64.570	* 45.667							
	* 0,93559	132	3	2	44	* 4.256	* 99.810	* 41.243							
	* 0,06806	133	3	4	45	* 3.516	* 85.183	* 36.198							
	* 0,40202	134	3	3	45	* 2.885	* 80.854	* 41.703							
	* 0,48473	135	3	1	45	* 1.817	* 45.408	* 43.410							
	* 0,56664	136	3	1	45	* 2.363	* 44.011	* 33.813							
	* 0,14744	137	3	3	45	* 3.105	* 88.244	* 32.045							
	* 0,83451	138	3	3	45	* 2.350	* 64.022	* 36.215							
	* 0,84623	139	3	3	45	* 3.207	* 82.476	* 37.481							
	* 0,00620	140	3	4	45	* 4.333	* 95.576	* 60.946							
	* 0,64273	141	3	1	45	* 2.870	* 60.121	* 35.903							
	* 0,19873	142	3	4	45	* 1.887	* 47.370	* 29.633							
	* 0,37196	143	3	1	46	* 3.463	* 69.687	* 55.438							
	* 0,33033	144	3	1	46	* 3.579	* 76.597	* 42.230							
	* 0,41409	145	3	3	46	* 2.833	* 74.687	* 50.378							
	* 0,42165	146	3	4	46	* 3.146	* 76.872	* 30.105							
	* 0,41833	147	3	3	46	* 3.044	* 82.393	* 27.030							
	* 0,68810	148	3	4	46	* 3.574	* 80.781	* 37.278							
	* 0,55871	149	3	2	46	* 3.275	* 81.745	* 47.104							
	* 0,27270	150	3	3	46	* 2.378	* 59.581	* 37.055							
	* 0,87331	151	3	4	47	* 2.477	* 54.436
* 29.796							
	* 0,63940	152	3	4	47	* 4.526	* 113.460	* 77.475							
	* 0,12217	153	3	1	47	* 3.878	* 78.316	* 41.848							
	* 0,39855	154	3	1	47	* 3.350	* 71.961	* 60.084							
	* 0,27122	155	3	4	47	* 1.850	* 43.338	* 30.363							
	* 0,48224	156	3	2	47	* 4.359	* 106.339	* 55.711							
	* 0,30145	157	3	4	47	* 2.894	* 65.311	* 48.091							
	* 0,83530	158	3	1	47	* 4.474	* 113.131	* 62.353							
	* 0,45501	159	3	1	47	* 3.933	* 75.758	* 38.750							
	* 0,60729	160	3	4	48	* 3.559	* 83.222	* 46.172							
	* 0,22581	161	3	1	48	* 2.579	* 57.673	* 40.960							
	* 0,31719	162	3	3	48	* 3.727	* 95.141	* 39.957							
	* 0,28849	163	3	2	49	* 4.699	* 111.822	* 74.645							
	* 0,23507	164	3	1	49	* 3.284	* 81.861	* 69.331							
	* 0,63373	165	3	3	49	* 3.729	* 98.342	* 85.594							
	* 0,84187	166	3	4	50	* 4.031	* 93.868	* 41.793							
	* 0,41319	167	3	1	50	* 3.128	* 68.109	* 53.356							
	* 0,89320	168	4	3	51	* 3.581	* 96.077	* 52.855							
	* 0,45383	169	4	1	51	* 3.391	* 67.470	* 47.710							
	* 0,18885	170	4	2	51	* 4.545	* 116.771	* 61.725							
	* 0,35045	171	4	1	51	* 2.816	* 64.158	* 48.205							
	* 0,74296	172	4	2	51	* 3.142	* 86.877	* 56.629							
	* 0,11751	173	4	4	52	* 4.125	* 87.393	* 51.353							
	* 0,27759	174	4	1	52	* 2.620	* 52.973	* 40.349							
	* 0,31904	175	4	4	52	* 2.534	* 57.307	* 51.695							
	* 0,95702	176	4	1	53	* 2.763	* 61.683	* 46.734							
	* 0,46099	177	4	1	53	* 3.455	* 76.241	* 45.568							
	* 0,54421	178	4	3	53	* 3.679	* 102.513	* 69.720							
	* 0,81196	179	4	1	53	* 3.123	* 62.544	* 35.920							
	* 0,78349	180	4	1	54	* 2.982	* 54.935	* 46.572							
	* 0,96747	181	4	2	54	* 3.437	* 89.502	* 55.678							
	* 0,24212	182	4	3	54	* 3.362	* 100.841	* 31.971							
	* 0,74715	183	4	3	54	* 3.018	* 77.229	* 39.969							
	* 0,85998	184	4	1	54	* 3.931	* 121.829	* 85.032							
	* 0,65722	185	4	4	55	* 4.135	* 89.807	* 61.904							
	* 0,26031	186	4	2	55	* 4.977	* 117.159	* 70.275							
	* 0,63781	187	4	4	55	* 2.658	* 56.261	* 42.179							
	* 0,08585	188	4	1	56	* 3.296	* 70.258	* 51.104							
	* 0,29899	189	4	1	56	* 3.974	* 76.143	* 44.470							
	* 0,23735	190	4	1	56	* 3.800	* 74.134	* 40.782							
	* 0,77243	191	4	4	56	* 4.487	* 98.698	* 49.940							
	* 0,97654	192	4	3	56	* 4.755	* 126.929	* 52.324							
	* 0,30239	193	4	1	56	* 3.318	* 51.694	* 45.661							
	* 0,00683	194	4	3	57	* 3.809	* 93.689	* 60.899							
	* 0,96629	195	4	4	57	* 5.277	* 108.004	* 65.223							
	* 0,21613	196	4	1	57	* 4.152	* 75.903	* 81.103							
	* 0,70101	197	4	3	57	* 4.039	* 97.889	* 40.224							
	* 0,00469	198	4	3	57	* 3.711	* 87.495	* 48.068							
	* 0,88220	199	4	2	57	* 6.957	* 172.642	* 86.780							
	* 0,52147	200	4	4	58	* 6.338	* 133.739	* 70.720							
	* 0,62024	201	4	1	58	* 2.523	* 49.273	* 43.829							
	* 0,73580	202	4	2	58	* 5.518	* 144.534	* 76.403							
	* 0,54126	203	4	1	58	* 3.334	* 61.902	* 53.358							
	* 0,12147	204	4	3	58	* 3.227	* 87.225	* 48.393							
	* 0,33887	205	4	1	59	* 3.368	* 62.871	* 55.872							
	* 0,49085	206	4	4	59	* 5.056	* 112.827	* 74.167							
	* 0,12875	207	4	4	59	* 5.998	* 149.860	* 67.958							
	* 0,92746	208	4	1	59	* 2.480	* 53.608	* 37.766							
	* 0,38030	209	4	4	60	* 2.845	* 65.678	* 41.774							
	* 0,92417	210	4	1	60	* 4.051	* 86.398	* 58.638							
	* 0,81150	211	4	4	60	* 4.920	* 113.155	* 70.082							
	* 0,53198	212	4	1	60	* 4.735	* 89.746	* 48.618							
	* 0,94121	213	4	1	61	* 3.228	* 61.608	* 49.056							
	* 0,95528	214	4	3	61	* 3.651	* 82.376	* 51.607							
	* 0,41070	215	4	1	61	* 3.870	* 70.869	* 58.292							
	* 0,03096	216	4	1	61	* 3.351	* 60.156	* 52.910							
	* 0,74557	217	4	3	62	* 4.986	* 111.176	* 55.174							
	* 0,65432	218	4	4	63	* 5.997	* 148.375	* 77.027							
	* 0,56959	219	4	1	63	* 3.443	* 68.477	* 52.389							
	* 0,25002	220	4	3	63	* 3.814	* 117.576	* 68.660							
	* 0,88445	221	4	4	64	* 4.550	* 106.881	* 82.554							
	* 0,84238	222	4	3	64	* 2.828	* 69.174	* 54.173							
	* 0,34029	223	4	3	65	* 4.055	* 119.295	* 39.290							
	* 0,24535	224	4	1	66	* 3.228	* 72.233	* 69.842							
	* 0,73030	225	4	3	66	* 4.038	* 92.636	* 92.543							
	* 0,21804	226	4	1	66	* 5.215	* 108.816	* 69.587							
	* 0,89505	227	4	1	66	* 3.779	* 78.192	* 58.778							
	* 0,24240	228	4	3	66	* 2.871	* 74.152	* 61.743							
	* 0,11038	229	4	3	67	* 3.322	* 86.737	* 63.953							
	* 0,54253	230	4	1	67	* 4.158	* 95.953	* 88.902							
	* 0,10901	231	4	3	67	* 2.534	* 65.592	* 52.044							
	* 0,94794	232	4	1	68	* 4.669	* 96.590	* 88.034							
	* 0,06532	233	4	1	68	* 4.429	* 90.710	* 62.288							
	* 0,92537	234	4	3	68	* 3.820	* 112.538	* 66.340							
	* 0,25750	235	4	1	69	* 5.441	* 113.166	* 105.125							
	* 0,18578	236	4	3	69	* 4.090	* 118.604	* 60.756							
	* 0,92011	237	4	2	69	* 2.575	* 37.184	* 22.706							
	* 0,48619	238	4	3	69	* 4.218	* 127.221	* 63.439							
	* 0,39461	239	4	4	69	* 6.852	* 145.092	* 88.699							
	* 0,76856	240	4	1	70	* 4.854	* 97.788	* 74.610							
	* 0,40371	241	4	4	70	* 4.954	* 117.808	* 83.114							
	* 0,98494	242	4	4	70	* 6.209	* 142.153	* 96.640							
	* 0,79284	243	5	3	71	* 5.613	* 146.504	* 62.005							
	* 0,63365	244	5	2	71	* 7.162	* 190.648	* 110.433							
	* 0,73940	245	5	1	71	* 3.243	* 71.992	* 59.879							
	* 0,77996	246	5	3	71	* 5.601	* 122.138	* 101.859							
	* 0,70524	247	5	4	71	* 4.696	* 98.385	* 47.369							
	* 0,88877	248	5	4	72	* 4.558	* 102.663	* 54.407							
	* 0,09446	249	5	1	72	* 4.729	* 110.049	* 94.960							
	* 0,89348	250	5	1	72	* 4.340	* 86.796	* 68.188							
	* 0,42495	251	5	2	72	* 5.569	* 132.096	* 90.235							
	* 0,22650	252	5	1	73	* 4.125	* 85.390	* 72.021							
	* 0,74297	253	5	4	73	* 6.381	* 149.717	* 76.647							
	* 0,14089	254	5	3	73	* 2.318	* 58.678	* 39.781							
	* 0,74132	255	5	3	73	* 3.920	* 110.046	* 60.409							
	* 0,13513	256	5	3	73	* 5.052	* 131.567	* 95.866							
	* 0,59991	257	5	2	74	* 6.955	* 168.509	* 68.399							
	* 0,73543	258	5	3	74	* 5.629	* 144.141	* 62.275							
	* 0,34019	259	5	3	75	* 4.416	* 125.197	* 64.048							
	* 0,09473	260	5	3	75	* 4.845	* 109.256	* 73.600							
	* 0,86341	261	5	1	76	* 3.467	* 81.400	* 49.998							
	* 0,47394	262	5	1	76	* 4.373	* 88.050	* 59.757							
	* 0,00349	263	5	1	76	* 5.407	* 93.303	* 75.543							
	* 0,77525	264	5	1	76	* 5.600	* 117.773	* 74.855							
	* 0,36029	265	5	3	77	* 4.928	* 130.383	* 49.582							
	* 0,80830	266	5	1	77	* 6.188	* 128.327	* 98.272							
	* 0,54853	267	5	3	77	* 5.390	* 160.996	* 98.819							
	* 0,36269	268	5	2	79	* 7.621	* 190.926	* 124.128							
	* 0,29215	269	5	4	79	* 5.277	* 131.489	* 55.972							
	* 0,92374	270	5	1	79	* 6.179	* 130.305	* 68.785							
	* 0,05006	271	5	3	80	* 3.647	* 98.111	* 76.621							
	* 0,76739	272	5	3	80	* 5.757	* 166.391	* 69.451							
	* 0,20351	273	5	3	80	* 5.165	* 130.964	* 56.050							
	* 0,37112	274	5	1	81	* 4.174	* 89.555	* 56.381							
	* 0,72513	275	5	2	81	* 9.140	* 238.279	* 143.525							
	* 0,07112	276	5	1	81	* 6.541	* 122.540	* 98.521							
	* 0,84840	277	5	1	82	* 5.558	* 121.002	* 69.034							
	* 0,45020	278	5	1	82	* 4.453	* 131.032	* 96.592							
	* 0,01322	279	5	1	84	* 6.515	* 133.563	* 100.418							
	* 0,11698	280	5	1	84	* 7.027	* 149.692	* 115.142							
	* 0,75422	281	5	3	84	* 3.504	* 100.677	* 51.448							
	* 0,64425	282	5	1	85	* 3.280	* 76.996	* 99.611							
	* 0,31757	283	5	1	87	* 5.684	* 112.769	* 124.340							
	* 0,68772	284	5	1	87	* 5.524	* 104.922	* 73.270							
	* 0,97012	285	5	1	87	* 4.593	* 97.258	* 79.560							
	* 0,66426	286	5	3	88	* 6.961	* 164.239	* 86.304							
	* 0,72125	287	5	1	91	* 5.831	* 126.204	* 87.828							
	* 0,76955	288	5	1	93	* 4.478	* 112.841	* 95.902							
	* 0,97715	289	5	1	93	* 4.085	* 125.288	* 127.042							
	* 0,65220	290	5	1	93	* 6.170	* 101.459	* 81.061							
	* 0,44108	291	5	1	93	* 5.548	* 99.882	* 94.665							
	* 0,07246	292	5	1	94	* 5.539	* 119.700	* 86.780							
	* 0,58935	293	5	1	95	* 6.805	* 126.815	* 80.901
* 0,72858	294	5	2	95	* 6.788	* 174.980	* 103.085							
	* 0,09949	295	5	3	95	* 5.665	* 146.776	* 48.347							
	* 0,85106	296	5	2	96	* 7.169	* 177.329	* 116.100							
	* 0,04420	297	5	3	96	* 8.202	* 213.936	* 79.198							
	* 0,93814	298	5	4	97	* 7.040	* 186.131	* 133.257							
	* 0,24277	299	5	3	97	* 5.607	* 158.198	* 62.687							
	* 0,96002	300	5	1	97	* 8.961	* 167.895	* 113.195							
	* 0,73364	301	5	4	98	* 6.494	* 159.712	* 86.458							
	* 0,69998	302	5	2	98	* 9.266	* 226.978	* 130.207							
	* 0,13806	303	5	1	100	* 4.092	* 80.773	* 47.409							
	* 0,04535	304	5	4	100	* 7.963	* 198.923	* 141.601							
Questão 7
Questão 1
	POPULAÇÃO DE FAZENDAS	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Tamanho da Amostra	50	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa
	0,4766985386	1	1	3	18	* 1.040	* 27.631	* 11.992	* 0,0023379	134	3	3	45	* 2.885	* 80.854	* 41.703
	0,2299040943	2	1	3	19	* 1.187	* 34.886	* 15.557	Informe o tamanho da amostra;	* 0,0043290	12	1	2	23	* 3.007	* 76.314	* 48.626
	0,6582608265	3	1	4	20	* 1.592	* 39.497	* 26.654	Clique no botão "Gerar"	* 0,0074041	268	5	2	79	* 7.621	* 190.926	* 124.128
	0,9535038581	4	1	1	21	* 541	* 11.703	* 12.456	* 0,0113167	174	4	1	52	* 2.620	* 52.973	* 40.349
	0,5425575649	5	1	1	22	* 1.381	* 26.546	* 17.018	* 0,0171626	40	1	4	30	* 1.512	* 37.663	* 25.565
	0,7844340062	6	1	1	22	* 1.213	* 22.509	* 21.067	* 0,0247098	250	5	1	72	* 4.340	* 86.796	* 68.188
	0,2847646173	7	1	4	22	* 1.312	* 31.725	* 17.798	* 0,0350133	327	6	1	146	* 8.266	* 165.169	* 164.779
	0,2821713739	8	1	1	23	* 1.581	* 30.164	* 24.829	* 0,0360892	98	2	2	38	* 3.445	* 88.035	* 48.898
	0,6584608691	9	1	4	23	* 1.982	* 44.485	* 28.217	* 0,0429942	35	1	1	29	* 2.040	* 39.935	* 30.828
	0,8216617473	10	1	2	23	* 2.508	* 65.551	* 35.211	* 0,0563734	271	5	3	80	* 3.647	* 98.111	* 76.621
	0,5548761217	11	1	2	23	* 2.900	* 72.335	* 41.471	* 0,0566381	280	5	1	84	* 7.027	* 149.692	* 115.142
	0,0043289729	12	1	2	23	* 3.007	* 76.314	* 48.626	* 0,0604823	326	6	1	145	* 6.935	* 140.129	* 150.081
	0,5922579332	13	1	2	23	* 2.641	* 70.136	* 47.868	* 0,0617294	130	3	1	44	* 2.580	* 49.968	* 45.649
	0,6090983845	14	1	2	23	* 2.743	* 64.069	* 41.062	* 0,0636001	185	4	4	55	* 4.135	* 89.807	* 61.904
	0,4778967615	15	1	1	24	* 1.935	* 37.263	* 22.060	* 0,0680524	128	3	2	44	* 2.980	* 75.712	* 62.482
	0,9226106393	16	1	4	24	* 2.191	* 49.000	* 26.771	* 0,0694684	147	3	3	46	* 3.044	* 82.393	* 27.030
	0,8716364252	17	1	1	24	* 1.882	* 41.964	* 26.289	* 0,0732632	93	2	2	37	* 3.296	* 86.532	* 45.958
	0,4107884224	18	1	4	24	* 1.112	* 25.145	* 14.782	* 0,0743844	38	1	4	30	* 2.520	* 62.549	* 34.081
	0,8842809361	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,0746922	57	2	1	31	* 1.871	* 40.499	* 33.568
	0,7940234009	20	1	1	25	* 1.748	* 36.955	* 28.482	* 0,0775127	200	4	4	58	* 6.338	* 133.739	* 70.720
	0,2301657959	21	1	4	25	* 2.937	* 64.017	* 44.840	* 0,0810840	272	5	3	80	* 5.757	* 166.391	* 69.451
	0,3637514252	22	1	2	26	* 2.453	* 61.347	* 28.469	* 0,0827587	88	2	1	36	* 3.146	* 66.173	* 45.776
	0,2370635862	23	1	4	26	* 1.131	* 27.803	* 22.756	* 0,0851453	214	4	3	61	* 3.651	* 82.376	* 51.607
	0,7394025687	24	1	1	26	* 1.757	* 32.187	* 31.253	* 0,0855449	314	6	3	110	* 7.184	* 194.341	* 101.082
	0,4335432064	25	1	4	26	* 2.361	* 53.630	* 31.493	* 0,0873121	102	2	1	39	* 1.737	* 38.297	* 35.188
	0,3114785196	26	1	4	27	* 1.360	* 36.174	* 22.250	* 0,0875780	290	5	1	93	* 6.170	* 101.459	* 81.061
	0,7565699845	27	1	4	28	* 2.395	* 53.501	* 32.342	* 0,0876890	197	4	3	57	* 4.039	* 97.889	* 40.224
	0,6597897259	28	1	1	28	* 2.041	* 38.534	* 23.742	* 0,0906491	184	4	1	54	* 3.931	* 121.829	* 85.032
	0,5822076709	29	1	4	28	* 3.387	* 65.395	* 37.557	* 0,0947820	123	3	3	43	* 3.815	* 109.448	* 45.882
	0,8871120403	30	1	4	29	* 2.368	* 57.075	* 51.234	* 0,1002980	53	2	4	31	* 1.734	* 44.943	* 21.588
	0,8186881481	31	1	4	29	* 1.319	* 34.196	* 16.174	* 0,1025136	153	3	1	47	* 3.878	* 78.316	* 41.848
	0,1364956668	32	1	1	29	* 2.074	* 44.572	* 35.699	* 0,1090467	232	4	1	68	* 4.669	* 96.590	* 88.034
	0,1245821121	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,1095349	204	4	3	58	* 3.227	* 87.225	* 48.393
	0,6635686297	34	1	4	29	* 1.818	* 40.315	* 28.769	* 0,1099466	156	3	2	47	* 4.359	* 106.339	* 55.711
	0,0429941804	35	1	1	29	* 2.040	* 39.935	* 30.828	* 0,1134247	258	5	3	74	* 5.629	* 144.141	* 62.275
	0,5319069479	36	1	1	30	* 1.969	* 48.791	* 34.026	* 0,1161296	282	5	1	85	* 3.280	* 76.996	* 99.611
	0,7254022348	37	1	2	30	* 3.011	* 76.797	* 49.455	* 0,1198020	307	6	1	101	* 6.003	* 173.494	* 133.976
	0,0743843968	38	1	4	30	* 2.520	* 62.549	* 34.081	* 0,1245821	33	1	3	29	* 1.523	* 36.201	* 22.140
	0,6181783738	39	1	3	30	* 1.907	* 46.141	* 30.915	* 0,1282394	60	2	4	31	* 2.989	* 63.366	* 23.559
	0,0171626221	40	1	4	30	* 1.512	* 37.663	* 25.565	* 0,1286827	334	6	4	183	* 13.935	* 322.467	* 157.377
	0,9463174512	41	1	1	30	* 1.509	* 31.004	* 25.913	* 0,1308793	264	5	1	76	* 5.600	* 117.773	* 74.855
	0,6158750018	42	1	4	30	* 1.721	* 38.798	* 29.414	* 0,1348223	270	5	1	79	* 6.179	* 130.305	* 68.785
	0,2998182696	43	1	4	30	* 1.062	* 26.995	* 23.069	* 0,1358639	211	4	4	60	* 4.920	* 113.155	* 70.082
	0,1967044735	44	1	4	30	* 2.110	* 49.743	* 30.647	* 0,1364957	32	1	1	29	* 2.074	* 44.572	* 35.699
	0,3684698045	45	1	4	30	* 2.138	* 49.164	* 26.049	* 0,1377788	127	3	2	44	* 3.858	* 93.871	* 68.816
	0,9119433021	46	1	4	30	* 2.942	* 63.104	* 32.243	* 0,1387027	239	4	4	69	* 6.852	* 145.092	* 88.699
	0,863051596	47	2	3	31	* 1.861	* 42.905	* 27.936	* 0,1445128	228	4	3	66	* 2.871	* 74.152	* 61.743
	0,717455957	48	2	4	31	* 2.883	* 60.601	* 58.042	* 0,1471743	125	3	1	43	* 2.394	* 55.847	* 34.927
	0,657728138	49	2	4	31	* 3.381	* 72.251	* 32.403	* 0,1477294	281	5	3	84	* 3.504	* 100.677	* 51.448
	0,8362778373	50	2	4	31	* 3.280	* 66.998	* 35.026	* 0,1509896	285	5	1	87	* 4.593	* 97.258	* 79.560
	0,3799236007	51	2	3	31	* 1.664	* 45.381	* 30.831							
	0,1642227799	52	2	4	31	* 2.419	* 55.834	* 30.374							
	0,1002980205	53	2	4	31	* 1.734	* 44.943	* 21.588							
	0,8053096629	54	2	3	31	* 1.087	* 27.887	* 17.605							
	0,1665909483	55	2	4	31	* 1.895	* 45.492	* 24.468							
	0,522669059	56	2	1	31	* 1.814	* 39.446	* 24.309							
	0,0746921633	57	2	1	31	* 1.871	* 40.499	* 33.568							
	0,1680008488	58	2	3	31	* 1.342	* 37.834	* 31.542							
	0,5126541536	59	2	4	31	* 2.129	* 54.586	* 38.467							
	0,1282394313	60	2	4	31	* 2.989	* 63.366	* 23.559							
	0,8300709296	61	2	3	32	* 2.332	* 60.367	* 33.839							
	0,2310136262	62	2	4	32	* 1.829	* 43.801	* 27.461							
	0,4980442462	63	2	3	32	* 2.610	* 67.818	* 38.454							
	0,5507482793	64	2	3	32	* 2.076	* 55.302	* 35.513							
	0,6517580003	65	2	1	32	* 1.133	* 26.706	* 24.000							
	0,7020731308	66	2	4	33	* 2.528	* 57.814	* 44.586							
	0,7628913838	67	2	4	33	* 2.881	* 69.602	* 34.034							
	0,5659824292	68	2	1	34	* 1.561	* 30.896	* 31.022							
	0,5463174593	69	2	3	34	* 2.724	* 67.774	* 34.446							
	0,4234956461	70	2	4	34	* 2.540	* 53.267	* 32.654							
	0,4879630487	71	2	1	34	* 1.924	* 40.603	* 37.105							
	0,1765261375	72	2	1	34	* 2.012	* 46.206	* 33.633							
	0,2380626252	73	2	3	34	* 1.723	* 48.835	* 28.340							
	0,9607903592	74	2	1	34	* 1.927	* 41.314	* 28.235							
	0,7123191987	75	2	4	34	* 1.945	* 47.868	* 27.777							
	0,3425013587	76	2	3	35	* 2.635	* 59.059	* 32.037							
	0,6955031426	77	2	4	35	* 2.499	* 61.666	* 48.123							
	0,9644066292	78	2	3	35	* 1.978	* 57.585	* 21.401							
	0,4333904339	79	2	2	35	* 3.835	* 98.282	* 56.494							
	0,6189850502	80	2	3	35	* 3.277	* 90.848	* 25.103							
	0,4952388661	81	2	1	35	* 2.375	* 44.401	* 42.209							
	0,7306565515	82	2	1	36	* 2.328	* 44.602	* 34.332							
	0,7925060328	83	2	3	36	* 2.911	* 78.086	* 34.587							
	0,784969785	84	2	4	36	* 2.201	* 55.232	* 27.035							
	0,6787268976	85	2	1	36	* 2.156	* 46.772	* 34.169							
	0,2469475585	86	2	1	36	* 2.288	* 41.147	* 33.013							
	0,7050622442
87	2	1	36	* 1.306	* 27.491	* 17.373							
	0,0827586721	88	2	1	36	* 3.146	* 66.173	* 45.776							
	0,8922481012	89	2	2	36	* 3.900	* 101.277	* 45.132							
	0,3669819492	90	2	1	37	* 2.546	* 54.574	* 31.343							
	0,4001266582	91	2	4	37	* 2.022	* 50.246	* 30.513							
	0,2809560045	92	2	1	37	* 2.038	* 39.422	* 30.940							
	0,0732632002	93	2	2	37	* 3.296	* 86.532	* 45.958							
	0,5584814469	94	2	3	37	* 2.466	* 60.707	* 41.982							
	0,6890230699	95	2	2	37	* 3.113	* 87.322	* 36.705							
	0,5344537883	96	2	4	37	* 2.590	* 55.922	* 35.433							
	0,5906595145	97	2	2	37	* 3.431	* 96.687	* 46.253							
	0,0360891844	98	2	2	38	* 3.445	* 88.035	* 48.898							
	0,8966953144	99	2	3	38	* 2.839	* 73.846	* 48.170							
	0,7580694121	100	2	4	38	* 2.852	* 65.023	* 49.640							
	0,4353131695	101	2	4	38	* 2.541	* 62.110	* 35.631							
	0,0873121284	102	2	1	39	* 1.737	* 38.297	* 35.188							
	0,3152625561	103	2	4	39	* 2.045	* 54.320	* 32.463							
	0,9779805646	104	2	4	39	* 1.395	* 35.324	* 21.983							
	0,7310989518	105	2	4	39	* 2.846	* 66.364	* 33.077							
	0,8066840939	106	2	4	40	* 4.102	* 88.924	* 56.279							
	0,9499496015	107	2	3	40	* 2.318	* 67.381	* 32.621							
	0,6649088299	108	2	4	40	* 2.591	* 58.477	* 37.096							
	0,7568731702	109	2	3	40	* 2.417	* 57.922	* 43.927							
	0,5103721704	110	2	2	40	* 3.752	* 93.929	* 52.616							
	0,8826959461	111	2	3	40	* 2.738	* 64.127	* 25.657							
	0,8431397935	112	2	1	40	* 3.068	* 64.813	* 48.694							
	0,179922498	113	3	4	41	* 3.730	* 80.009	* 30.905							
	0,5501282281	114	3	1	41	* 3.200	* 73.067	* 50.369							
	0,9806324542	115	3	4	41	* 4.088	* 96.432	* 46.047							
	0,1615572819	116	3	1	41	* 2.071	* 42.948	* 41.513							
	0,1592085637	117	3	4	41	* 3.081	* 70.031	* 26.005							
	0,5416412922	118	3	3	42	* 2.437	* 71.427	* 49.462							
	0,555465432	119	3	1	42	* 2.875	* 61.872	* 38.451							
	0,9095964771	120	3	4	42	* 4.533	* 97.111	* 65.968							
	0,9823728421	121	3	4	42	* 2.548	* 63.186	* 28.904							
	0,7203503341	122	3	1	43	* 2.702	* 61.921	* 38.941							
	0,0947819648	123	3	3	43	* 3.815	* 109.448	* 45.882							
	0,152057879	124	3	1	43	* 3.068	* 60.626	* 49.641							
	0,1471743023	125	3	1	43	* 2.394	* 55.847	* 34.927							
	0,6881926855	126	3	1	43	* 3.045	* 77.013	* 50.933							
	0,1377788048	127	3	2	44	* 3.858	* 93.871	* 68.816							
	0,0680524424	128	3	2	44	* 2.980	* 75.712	* 62.482							
	0,6373535057	129	3	3	44	* 1.913	* 58.804	* 46.638							
	0,0617294354	130	3	1	44	* 2.580	* 49.968	* 45.649							
	0,9585928558	131	3	3	44	* 2.668	* 64.570	* 45.667							
	0,2393139088	132	3	2	44	* 4.256	* 99.810	* 41.243							
	0,5989981808	133	3	4	45	* 3.516	* 85.183	* 36.198							
	0,0023379165	134	3	3	45	* 2.885	* 80.854	* 41.703							
	0,6288106856	135	3	1	45	* 1.817	* 45.408	* 43.410							
	0,7262894557	136	3	1	45	* 2.363	* 44.011	* 33.813							
	0,9812309137	137	3	3	45	* 3.105	* 88.244	* 32.045							
	0,8148331098	138	3	3	45	* 2.350	* 64.022	* 36.215							
	0,7169034531	139	3	3	45	* 3.207	* 82.476	* 37.481							
	0,8951736534	140	3	4	45	* 4.333	* 95.576	* 60.946							
	0,8581377507	141	3	1	45	* 2.870	* 60.121	* 35.903							
	0,5471130981	142	3	4	45	* 1.887	* 47.370	* 29.633							
	0,9462546434	143	3	1	46	* 3.463	* 69.687	* 55.438							
	0,276629809	144	3	1	46	* 3.579	* 76.597	* 42.230							
	0,9720353954	145	3	3	46	* 2.833	* 74.687	* 50.378							
	0,933210526	146	3	4	46	* 3.146	* 76.872	* 30.105							
	0,0694683598	147	3	3	46	* 3.044	* 82.393	* 27.030							
	0,6953220333	148	3	4	46	* 3.574	* 80.781	* 37.278							
	0,712985151	149	3	2	46	* 3.275	* 81.745	* 47.104							
	0,810235424	150	3	3	46	* 2.378	* 59.581	* 37.055							
	0,7673128649	151	3	4	47	* 2.477	* 54.436	* 29.796							
	0,9796130422	152	3	4	47	* 4.526	* 113.460	* 77.475							
	0,1025135869	153	3	1	47	* 3.878	* 78.316	* 41.848							
	0,3785470725	154	3	1	47	* 3.350	* 71.961	* 60.084							
	0,3144877102	155	3	4	47	* 1.850	* 43.338	* 30.363							
	0,109946578	156	3	2	47	* 4.359	* 106.339	* 55.711							
	0,6856259253	157	3	4	47	* 2.894	* 65.311	* 48.091							
	0,4262668999	158	3	1	47	* 4.474	* 113.131	* 62.353							
	0,4673551648	159	3	1	47	* 3.933	* 75.758	* 38.750							
	0,9372030165	160	3	4	48	* 3.559	* 83.222	* 46.172							
	0,2874401908	161	3	1	48	* 2.579	* 57.673	* 40.960							
	0,9042610456	162	3	3	48	* 3.727	* 95.141	* 39.957							
	0,7685848753	163	3	2	49	* 4.699	* 111.822	* 74.645							
	0,4492385722	164	3	1	49	* 3.284	* 81.861	* 69.331							
	0,404276133	165	3	3	49	* 3.729	* 98.342	* 85.594							
	0,6914498292	166	3	4	50	* 4.031	* 93.868	* 41.793							
	0,3693408902	167	3	1	50	* 3.128	* 68.109	* 53.356							
	0,5503986126	168	4	3	51	* 3.581	* 96.077	* 52.855							
	0,5210395757	169	4	1	51	* 3.391	* 67.470	* 47.710							
	0,3132209924	170	4	2	51	* 4.545	* 116.771	* 61.725							
	0,9146843936	171	4	1	51	* 2.816	* 64.158	* 48.205							
	0,2494471537	172	4	2	51	* 3.142	* 86.877	* 56.629							
	0,1981611442	173	4	4	52	* 4.125	* 87.393	* 51.353							
	0,0113167087	174	4	1	52	* 2.620	* 52.973	* 40.349							
	0,9639862424	175	4	4	52	* 2.534	* 57.307	* 51.695							
	0,8731397306	176	4	1	53	* 2.763	* 61.683	* 46.734							
	0,1549333261	177	4	1	53	* 3.455	* 76.241	* 45.568							
	0,9076661262	178	4	3	53	* 3.679	* 102.513	* 69.720							
	0,8778702639	179	4	1	53	* 3.123	* 62.544	* 35.920							
	0,6171313318	180	4	1	54	* 2.982	* 54.935	* 46.572							
	0,8825026808	181	4	2	54	* 3.437	* 89.502	* 55.678							
	0,5904410228	182	4	3	54	* 3.362	* 100.841	* 31.971							
	0,6508057086	183	4	3	54	* 3.018	* 77.229	* 39.969							
	0,0906490729	184	4	1	54	* 3.931	* 121.829	* 85.032							
	0,0636001217	185	4	4	55	* 4.135	* 89.807	* 61.904							
	0,3487986611	186	4	2	55	* 4.977	* 117.159	* 70.275							
	0,4646811381	187	4	4	55	* 2.658	* 56.261	* 42.179							
	0,2022774032	188	4	1	56	* 3.296	* 70.258	* 51.104							
	0,5789181677	189	4	1	56	* 3.974	* 76.143	* 44.470							
	0,7870076466	190	4	1	56	* 3.800	* 74.134	* 40.782							
	0,3308784293	191	4	4	56	* 4.487	* 98.698	* 49.940							
	0,3184713405	192	4	3	56	* 4.755	* 126.929	* 52.324							
	0,5300382278	193	4	1	56	* 3.318	* 51.694	* 45.661							
	0,1741227032	194	4	3	57	* 3.809	* 93.689	* 60.899							
	0,8798403454	195	4	4	57	* 5.277	* 108.004	* 65.223							
	0,2995359107	196	4	1	57	* 4.152	* 75.903	* 81.103							
	0,0876889925	197	4	3	57	* 4.039	* 97.889	* 40.224							
	0,7753352433	198	4	3	57	* 3.711	* 87.495	* 48.068							
	0,7741832769	199	4	2	57	* 6.957	* 172.642	* 86.780							
	0,0775127111	200	4	4	58	* 6.338	* 133.739	* 70.720							
	0,2664644963	201	4	1	58	* 2.523	* 49.273	* 43.829							
	0,9121738617	202	4	2	58	* 5.518	* 144.534	* 76.403							
	0,4325931681	203	4	1	58	* 3.334	* 61.902	* 53.358							
	0,1095349264	204	4	3	58	* 3.227	* 87.225	* 48.393							
	0,2502006382	205	4	1	59	* 3.368	* 62.871	* 55.872							
	0,4489239724	206	4	4	59	* 5.056	* 112.827	* 74.167							
	0,3803715827	207	4	4	59	* 5.998	* 149.860	* 67.958							
	0,7627684757	208	4	1	59	* 2.480	* 53.608	* 37.766							
	0,7917652122	209	4	4	60	* 2.845	* 65.678	* 41.774							
	0,8801878431	210	4	1	60	* 4.051	* 86.398	* 58.638							
	0,1358639084	211	4	4	60	* 4.920	* 113.155	* 70.082							
	0,7991198557	212	4	1	60	* 4.735	* 89.746	* 48.618							
	0,9443067525	213	4	1	61	* 3.228	* 61.608	* 49.056							
	0,0851453115	214	4	3	61	* 3.651	* 82.376	* 51.607							
	0,8930139203	215	4	1	61	* 3.870	* 70.869	* 58.292							
	0,7721773896	216	4	1	61	* 3.351	* 60.156	* 52.910							
	0,7046961121	217	4	3	62	* 4.986	* 111.176	* 55.174							
	0,5675509172	218	4	4	63	* 5.997	* 148.375	* 77.027							
	0,8497221769	219	4	1	63	* 3.443	* 68.477	* 52.389							
	0,8580243824	220	4	3	63	* 3.814	* 117.576	* 68.660							
	0,3096603166	221	4	4	64	* 4.550	* 106.881	* 82.554							
	0,8628566486	222	4	3	64	* 2.828	* 69.174	* 54.173							
	0,4196042138	223	4	3	65	* 4.055	* 119.295
* 39.290							
	0,4710380606	224	4	1	66	* 3.228	* 72.233	* 69.842							
	0,8484748548	225	4	3	66	* 4.038	* 92.636	* 92.543							
	0,3498045526	226	4	1	66	* 5.215	* 108.816	* 69.587							
	0,1813208145	227	4	1	66	* 3.779	* 78.192	* 58.778							
	0,1445127784	228	4	3	66	* 2.871	* 74.152	* 61.743							
	0,6575751968	229	4	3	67	* 3.322	* 86.737	* 63.953							
	0,4481531453	230	4	1	67	* 4.158	* 95.953	* 88.902							
	0,2047666458	231	4	3	67	* 2.534	* 65.592	* 52.044							
	0,1090467394	232	4	1	68	* 4.669	* 96.590	* 88.034							
	0,7593309822	233	4	1	68	* 4.429	* 90.710	* 62.288							
	0,1648263698	234	4	3	68	* 3.820	* 112.538	* 66.340							
	0,256603664	235	4	1	69	* 5.441	* 113.166	* 105.125							
	0,9894255335	236	4	3	69	* 4.090	* 118.604	* 60.756							
	0,1543459354	237	4	2	69	* 2.575	* 37.184	* 22.706							
	0,3067135651	238	4	3	69	* 4.218	* 127.221	* 63.439							
	0,1387026752	239	4	4	69	* 6.852	* 145.092	* 88.699							
	0,7429776612	240	4	1	70	* 4.854	* 97.788	* 74.610							
	0,9297540256	241	4	4	70	* 4.954	* 117.808	* 83.114							
	0,7239526093	242	4	4	70	* 6.209	* 142.153	* 96.640							
	0,4336213903	243	5	3	71	* 5.613	* 146.504	* 62.005							
	0,1723712672	244	5	2	71	* 7.162	* 190.648	* 110.433							
	0,4762061367	245	5	1	71	* 3.243	* 71.992	* 59.879							
	0,1748353507	246	5	3	71	* 5.601	* 122.138	* 101.859							
	0,2051971689	247	5	4	71	* 4.696	* 98.385	* 47.369							
	0,8238629903	248	5	4	72	* 4.558	* 102.663	* 54.407							
	0,7083157699	249	5	1	72	* 4.729	* 110.049	* 94.960							
	0,0247097919	250	5	1	72	* 4.340	* 86.796	* 68.188							
	0,3894339562	251	5	2	72	* 5.569	* 132.096	* 90.235							
	0,4799109954	252	5	1	73	* 4.125	* 85.390	* 72.021							
	0,317613894	253	5	4	73	* 6.381	* 149.717	* 76.647							
	0,8386419431	254	5	3	73	* 2.318	* 58.678	* 39.781							
	0,2786419513	255	5	3	73	* 3.920	* 110.046	* 60.409							
	0,9550926795	256	5	3	73	* 5.052	* 131.567	* 95.866							
	0,2098775327	257	5	2	74	* 6.955	* 168.509	* 68.399							
	0,1134247408	258	5	3	74	* 5.629	* 144.141	* 62.275							
	0,4894569765	259	5	3	75	* 4.416	* 125.197	* 64.048							
	0,2280576737	260	5	3	75	* 4.845	* 109.256	* 73.600							
	0,8985921533	261	5	1	76	* 3.467	* 81.400	* 49.998							
	0,9895727679	262	5	1	76	* 4.373	* 88.050	* 59.757							
	0,1914430347	263	5	1	76	* 5.407	* 93.303	* 75.543							
	0,1308793185	264	5	1	76	* 5.600	* 117.773	* 74.855							
	0,697428955	265	5	3	77	* 4.928	* 130.383	* 49.582							
	0,8483135305	266	5	1	77	* 6.188	* 128.327	* 98.272							
	0,4180639003	267	5	3	77	* 5.390	* 160.996	* 98.819							
	0,0074041045	268	5	2	79	* 7.621	* 190.926	* 124.128							
	0,2619164078	269	5	4	79	* 5.277	* 131.489	* 55.972							
	0,1348222934	270	5	1	79	* 6.179	* 130.305	* 68.785							
	0,0563733788	271	5	3	80	* 3.647	* 98.111	* 76.621							
	0,0810839823	272	5	3	80	* 5.757	* 166.391	* 69.451							
	0,3829709693	273	5	3	80	* 5.165	* 130.964	* 56.050							
	0,6741917512	274	5	1	81	* 4.174	* 89.555	* 56.381							
	0,6264811088	275	5	2	81	* 9.140	* 238.279	* 143.525							
	0,4302976179	276	5	1	81	* 6.541	* 122.540	* 98.521							
	0,8187700358	277	5	1	82	* 5.558	* 121.002	* 69.034							
	0,4419148398	278	5	1	82	* 4.453	* 131.032	* 96.592							
	0,5302605417	279	5	1	84	* 6.515	* 133.563	* 100.418							
	0,0566381235	280	5	1	84	* 7.027	* 149.692	* 115.142							
	0,1477293506	281	5	3	84	* 3.504	* 100.677	* 51.448							
	0,1161296348	282	5	1	85	* 3.280	* 76.996	* 99.611							
	0,6975663974	283	5	1	87	* 5.684	* 112.769	* 124.340							
	0,9336875844	284	5	1	87	* 5.524	* 104.922	* 73.270							
	0,1509895526	285	5	1	87	* 4.593	* 97.258	* 79.560							
	0,3294413078	286	5	3	88	* 6.961	* 164.239	* 86.304							
	0,6114077061	287	5	1	91	* 5.831	* 126.204	* 87.828							
	0,4047965359	288	5	1	93	* 4.478	* 112.841	* 95.902							
	0,6640369106	289	5	1	93	* 4.085	* 125.288	* 127.042							
	0,0875780262	290	5	1	93	* 6.170	* 101.459	* 81.061							
	0,768358061	291	5	1	93	* 5.548	* 99.882	* 94.665							
	0,5213325816	292	5	1	94	* 5.539	* 119.700	* 86.780							
	0,6108745102	293	5	1	95	* 6.805	* 126.815	* 80.901							
	0,8603055159	294	5	2	95	* 6.788	* 174.980	* 103.085							
	0,2204525483	295	5	3	95	* 5.665	* 146.776	* 48.347							
	0,7540792987	296	5	2	96	* 7.169	* 177.329	* 116.100							
	0,8462053975	297	5	3	96	* 8.202	* 213.936	* 79.198							
	0,5048520538	298	5	4	97	* 7.040	* 186.131	* 133.257							
	0,9262852179	299	5	3	97	* 5.607	* 158.198	* 62.687							
	0,3506441879	300	5	1	97	* 8.961	* 167.895	* 113.195							
	0,7611108977	301	5	4	98	* 6.494	* 159.712	* 86.458							
	0,5237461033	302	5	2	98	* 9.266	* 226.978	* 130.207							
	0,4762291646	303	5	1	100	* 4.092	* 80.773	* 47.409							
	0,8735940638	304	5	4	100	* 7.963	* 198.923	* 141.601							
	0,4641915466	305	6	3	101	* 7.418	* 204.336	* 71.173							
	0,5981659228	306	6	2	101	* 8.195	* 214.579	* 153.077							
	0,1198019671	307	6	1	101	* 6.003	* 173.494	* 133.976							
	0,6052861684	308	6	3	102	* 7.108	* 160.797	* 75.083							
	0,6856167218	309	6	4	102	* 5.026	* 120.089	* 70.423							
	0,6523258437	310	6	4	103	* 4.316	* 92.135	* 79.934							
	0,2505524402	311	6	1	106	* 4.011	* 81.199	* 50.860							
	0,9618629127	312	6	1	106	* 3.833	* 88.975	* 106.256							
	0,4932991377	313	6	2	106	* 9.467	* 221.285	* 123.487							
	0,085544922	314	6	3	110	* 7.184	* 194.341	* 101.082							
	0,6320789488	315	6	1	111	* 8.046	* 181.653	* 108.157							
	0,2439814331	316	6	1	116	* 7.512	* 202.043	* 157.589							
	0,5289698904	317	6	3	116	* 8.803	* 234.906	* 132.766							
	0,8430990349	318	6	3	117	* 6.673	* 182.505	* 89.233							
	0,5640062836	319	6	4	125	* 7.461	* 185.911	* 159.597							
	0,5195296552	320	6	1	125	* 8.409	* 184.755	* 135.655							
	0,3142500274	321	6	1	126	* 8.848	* 172.623	* 111.381							
	0,1578613926	322	6	3	126	* 4.910	* 140.241	* 68.438							
	0,2115626721	323	6	1	136	* 8.154	* 197.606	* 136.951							
	0,1779955286	324	6	3	142	* 9.175	* 233.956	* 128.349							
	0,8106742102	325	6	3	143	* 7.661	* 201.309	* 100.978							
	0,0604823451	326	6	1	145	* 6.935	* 140.129	* 150.081							
	0,0350133399	327	6	1	146	* 8.266	* 165.169	* 164.779							
	0,9985633666	328	6	2	149	* 14.846	* 355.898	* 247.779							
	0,471631811	329	6	1	149	* 11.563	* 280.903	* 154.414							
	0,2602192196	330	6	1	151	* 12.018	* 222.723	* 191.829							
	0,4243415527	331	6	3	153	* 8.482	* 204.745	* 91.921							
	0,505752133	332	6	3	156	* 7.289	* 213.364	* 118.735							
	0,4595874496	333	6	3	164	* 10.602	* 269.303	* 90.267							
	0,128682687	334	6	4	183	* 13.935	* 322.467	* 157.377							
	0,2775948074	335	6	1	186	* 8.755	* 198.284	* 195.149							
	0,5554314209	336	6	3	213	* 13.544	* 340.786	* 220.076							
	0,3899671866	337	6	3	263	* 17.534	* 484.346	* 277.218							
	0,6011536342	338	6	3	280	* 19.697	* 468.392	* 345.305							
Questão 2
	Questão 2
	Calcule as estimativas de quantidade de cana total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Cana por Fazenda	Total	Média
	Estimativa	* 1.444.003,60	* 4.272,20
	Variância	* 9.716.754.274,32	* 85.052,64
	Erro-Padrão	* 98.573,60	* 291,64
	Coef. Variação	6,83%	6,83%
Questão 3
	Questão 3
	Calcule as estimativas de receita total e média por fazenda, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Receita por Fazenda	Total	Média
	Estimativa	* 33.859.346,04	* 100.175,58
	Variância	* 5.249.984.339.604,27	* 45.954.136,23
	Erro-Padrão	* 2.291.284,43	* 6.778,95
	Coef. Variação	6,77%	6,77%
Questão 4
	Questão 4
	Calcule a estimativa da propoção de fazendas cuja área é maior do que 100, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Área por Fazenda (A>100)
	Estimador de P	* 0,10
	Variância	* 0,00157
	Erro-Padrão	* 0,03956
	Coef. Variação	39,56%
	Auxiliar
	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado Ordem Crescente	Rótulo	Classe
Região	Área	Quant	Receita	Despesa	Área>100
	* 0,0023379	134	3	3	45	* 2.885	* 80.854	* 41.703	0
	* 0,0043290	12	1	2	23	* 3.007	* 76.314	* 48.626	0
	* 0,0074041	268	5	2	79	* 7.621	* 190.926	* 124.128	0
	* 0,0113167	174	4	1	52	* 2.620	* 52.973	* 40.349	0
	* 0,0171626	40	1	4	30	* 1.512	* 37.663	* 25.565	0
	* 0,0247098	250	5	1	72	* 4.340	* 86.796	* 68.188	0
	* 0,0350133	327	6	1	146	* 8.266	* 165.169	* 164.779	1
	* 0,0360892	98	2	2	38	* 3.445	* 88.035	* 48.898	0
	* 0,0429942	35	1	1	29	* 2.040	* 39.935	* 30.828	0
	* 0,0563734	271	5	3	80	* 3.647	* 98.111	* 76.621	0
	* 0,0566381	280	5	1	84	* 7.027	* 149.692	* 115.142	0
	* 0,0604823	326	6	1	145	* 6.935	* 140.129	* 150.081	1
	* 0,0617294	130	3	1	44	* 2.580	* 49.968	* 45.649	0
	* 0,0636001	185	4	4	55	* 4.135	* 89.807	* 61.904	0
	* 0,0680524	128	3	2	44	* 2.980	* 75.712	* 62.482	0
	* 0,0694684	147	3	3	46	* 3.044	* 82.393	* 27.030	0
	* 0,0732632	93	2	2	37	* 3.296	* 86.532	* 45.958	0
	* 0,0743844	38	1	4	30	* 2.520	* 62.549	* 34.081	0
	* 0,0746922	57	2	1	31	* 1.871	* 40.499	* 33.568	0
	* 0,0775127	200	4	4	58	* 6.338	* 133.739	* 70.720	0
	* 0,0810840	272	5	3	80	* 5.757	* 166.391	* 69.451	0
	* 0,0827587	88	2	1	36	* 3.146	* 66.173	* 45.776	0
	* 0,0851453	214	4	3	61	* 3.651	* 82.376	* 51.607	0
	* 0,0855449	314	6	3	110	* 7.184	* 194.341	* 101.082	1
	* 0,0873121	102	2	1	39	* 1.737	* 38.297	* 35.188	0
	* 0,0875780	290	5	1	93	* 6.170	* 101.459	* 81.061	0
	* 0,0876890	197	4	3	57	* 4.039	* 97.889	* 40.224	0
	* 0,0906491	184	4	1	54	* 3.931	* 121.829	* 85.032	0
	* 0,0947820	123	3	3	43	* 3.815	* 109.448	* 45.882	0
	* 0,1002980	53	2	4	31	* 1.734	* 44.943	* 21.588	0
	* 0,1025136	153	3	1	47	* 3.878	* 78.316	* 41.848	0
	* 0,1090467	232	4	1	68	* 4.669	* 96.590	* 88.034	0
	* 0,1095349	204	4	3	58	* 3.227	* 87.225	* 48.393	0
	* 0,1099466	156	3	2	47	* 4.359	* 106.339	* 55.711	0
	* 0,1134247	258	5	3	74	* 5.629	* 144.141	* 62.275	0
	* 0,1161296	282	5	1	85	* 3.280	* 76.996	* 99.611	0
	* 0,1198020	307	6	1	101	* 6.003	* 173.494	* 133.976	1
	* 0,1245821	33	1	3	29	* 1.523	* 36.201	* 22.140	0
	* 0,1282394	60	2	4	31	* 2.989	* 63.366	* 23.559	0
	* 0,1286827	334	6	4	183	* 13.935	* 322.467	* 157.377	1
	* 0,1308793	264	5	1	76	* 5.600	* 117.773	* 74.855	0
	* 0,1348223	270	5	1	79	* 6.179	* 130.305	* 68.785	0
	* 0,1358639	211	4	4	60	* 4.920	* 113.155	* 70.082	0
	* 0,1364957	32	1	1	29	* 2.074	* 44.572	* 35.699	0
	* 0,1377788	127	3	2	44	* 3.858	* 93.871	* 68.816	0
	* 0,1387027	239	4	4	69	* 6.852	* 145.092	* 88.699	0
	* 0,1445128	228	4	3	66	* 2.871	* 74.152	* 61.743	0
	* 0,1471743	125	3	1	43	* 2.394	* 55.847	* 34.927	0
	* 0,1477294	281	5	3	84	* 3.504	* 100.677	* 51.448	0
	* 0,1509896	285	5	1	87	* 4.593	* 97.258	* 79.560	0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
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	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
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	0.0								0
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	0.0								0
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	0.0								0
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	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	0.0								0
	TOTAL	5
Questão 5
	Questão 5
	Obtenha a estimativa da quantidade de cana plantada por unidade de área, com as respectivas estimativas de erro-padrão e CV.
	Estimativa de Área por Fazenda (A>100)
	Razão	* 68,20
	Variância	* 23,18	* 6,22
	Erro-Padrão	* 4,81
	Coef. Variação	7,06%
	Auxiliar	Média Pop (ÁREA):	* 60,25
	Amostra Selecionada pelo algoritmo de Hajek
	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área (xi)	Quant (yi)	Receita	Despesa	(yi-R.xi)^2
	* 0,0023379	134	3	3	45	2885	80854	41703	33896	* 1.067,95	S²x
	* 0,0043290	12	1	2	23	3007	76314	48626	2068834	* 4.990.936,41	s²y
	* 0,0074041	268	5	2	79	7621	190926	124128	4986326	* 63.292,34	s²xy
	* 0,0113167	174	4	1	52	2620	52973	40349	858451	* 251,58
	* 0,0171626	40	1	4	30	1512	37663	25565	285234
	* 0,0247098	250	5	1	72	4340	86796	68188	325556
	* 0,0350133	327	6	1	146	8266	165169	164779	2861356
	* 0,0360892	98	2	2	38	3445	88035	48898	728134
	* 0,0429942	35	1	1	29	2040	39935	30828	3860
	* 0,0563734	271	5	3	80	3647	98111	76621
3273183
	* 0,0566381	280	5	1	84	7027	149692	115142	1684794
	* 0,0604823	326	6	1	145	6935	140129	150081	8728195
	* 0,0617294	130	3	1	44	2580	49968	45649	177163
	* 0,0636001	185	4	4	55	4135	89807	61904	147354
	* 0,0680524	128	3	2	44	2980	75712	62482	437
	* 0,0694684	147	3	3	46	3044	82393	27030	8707
	* 0,0732632	93	2	2	37	3296	86532	45958	596772
	* 0,0743844	38	1	4	30	2520	62549	34081	224607
	* 0,0746922	57	2	1	31	1871	40499	33568	59183
	* 0,0775127	200	4	4	58	6338	133739	70720	5675159
	* 0,0810840	272	5	3	80	5757	166391	69451	90484
	* 0,0827587	88	2	1	36	3146	66173	45776	477084
	* 0,0851453	214	4	3	61	3651	82376	51607	259435
	* 0,0855449	314	6	3	110	7184	194341	101082	101294
	* 0,0873121	102	2	1	39	1737	38297	35188	851735
	* 0,0875780	290	5	1	93	6170	101459	81061	29869
	* 0,0876890	197	4	3	57	4039	97889	40224	22941
	* 0,0906491	184	4	1	54	3931	121829	85032	61538
	* 0,0947820	123	3	3	43	3815	109448	45882	778446
	* 0,1002980	53	2	4	31	1734	44943	21588	144609
	* 0,1025136	153	3	1	47	3878	78316	41848	452237
	* 0,1090467	232	4	1	68	4669	96590	88034	976
	* 0,1095349	204	4	3	58	3227	87225	48393	531063
	* 0,1099466	156	3	2	47	4359	106339	55711	1330530
	* 0,1134247	258	5	3	74	5629	144141	62275	338748
	* 0,1161296	282	5	1	85	3280	76996	99611	6336327
	* 0,1198020	307	6	1	101	6003	173494	133976	784013
	* 0,1245821	33	1	3	29	1523	36201	22140	206907
	* 0,1282394	60	2	4	31	2989	63366	23559	765143
	* 0,1286827	334	6	4	183	13935	322467	157377	2113988
	* 0,1308793	264	5	1	76	5600	117773	74855	173569
	* 0,1348223	270	5	1	79	6179	130305	68785	625694
	* 0,1358639	211	4	4	60	4920	113155	70082	685343
	* 0,1364957	32	1	1	29	2074	44572	35699	9241
	* 0,1377788	127	3	2	44	3858	93871	68816	734609
	* 0,1387027	239	4	4	69	6852	145092	88699	4605456
	* 0,1445128	228	4	3	66	2871	74152	61743	2658074
	* 0,1471743	125	3	1	43	2394	55847	34927	290202
	* 0,1477294	281	5	3	84	3504	100677	51448	4950642
	* 0,1509896	285	5	1	87	4593	97258	79560	1797238
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0
0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	0.0	0	0	0	0	0	0	0	0
	TOTAL	* 64.934.634,55
Qustão 6 
	ESTRATO I - Área menor ou igual a 100	ESTRATO II - Área >100	Amostra Slecionada	ESTRATO I - Área menor ou igual a 100	Amostra Slecionada	ESTRATO II - Área >100
	Nº Gerado	Rótulo	Classe	Região	Área	Quant (y1)	Receita (x1)	Despesa	Nº Gerado	Rótulo	Classe	Região	Área	Quant (y2)	Receita (x2)	Despesa	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa	Nº Gerado Ordem Crescente	Rótulo	Classe	Região	Área	Quant	Receita	Despesa
	* 0,06043	1	1	3	18	* 1.040	* 27.631	* 11.992	* 0,09464	305	6	3	101	* 7.418	* 204.336	* 71.173	* 0,00349	263	5	1	76	* 5.407	* 93.303	* 75.543	* 0,04336	338	6	3	280	* 19.697	* 468.392	* 345.305
	* 0,68676	2	1	3	19	* 1.187	* 34.886	* 15.557	* 0,18798	306	6	2	101	* 8.195	* 214.579	* 153.077	* 0,00469	198	4	3	57	* 3.711	* 87.495	* 48.068	* 0,05700	332	6	3	156	* 7.289	* 213.364	* 118.735
	* 0,45680	3	1	4	20	* 1.592	* 39.497	* 26.654	* 0,22852	307	6	1	101	* 6.003	* 173.494	* 133.976	* 0,00620	140	3	4	45	* 4.333	* 95.576	* 60.946	* 0,05929	321	6	1	126	* 8.848	* 172.623	* 111.381
	* 0,57872	4	1	1	21	* 541	* 11.703	* 12.456	* 0,74575	308	6	3	102	* 7.108	* 160.797	* 75.083	* 0,00683	194	4	3	57	* 3.809	* 93.689	* 60.899	* 0,09464	305	6	3	101	* 7.418	* 204.336	* 71.173
	* 0,41298	5	1	1	22	* 1.381	* 26.546	* 17.018	* 0,90569	309	6	4	102	* 5.026	* 120.089	* 70.423	* 0,00951	96	2	4	37	* 2.590	* 55.922	* 35.433	* 0,12099	310	6	4	103	* 4.316	* 92.135	* 79.934
	* 0,86327	6	1	1	22	* 1.213	* 22.509	* 21.067	* 0,12099	310	6	4	103	* 4.316	* 92.135	* 79.934	* 0,01322	279	5	1	84	* 6.515	* 133.563	* 100.418	* 0,13979	324	6	3	142	* 9.175	* 233.956	* 128.349
	* 0,43266	7	1	4	22	* 1.312	* 31.725	* 17.798	* 0,34158	311	6	1	106	* 4.011	* 81.199	* 50.860	* 0,01957	105	2	4	39	* 2.846	* 66.364	* 33.077	* 0,18798	306	6	2	101	* 8.195	* 214.579	* 153.077
	* 0,16701	8	1	1	23	* 1.581	* 30.164	* 24.829	* 0,44815	312	6	1	106	* 3.833	* 88.975	* 106.256	* 0,01995	130	3	1	44	* 2.580	* 49.968	* 45.649	* 0,22770	333	6	3	164	* 10.602	* 269.303	* 90.267
	* 0,08737	9	1	4	23	* 1.982	* 44.485	* 28.217	* 0,80937	313	6	2	106	* 9.467	* 221.285	* 123.487	* 0,02101	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,22852	307	6	1	101	* 6.003	* 173.494	* 133.976
	* 0,72970	10	1	2	23	* 2.508	* 65.551	* 35.211	* 0,34038	314	6	3	110	* 7.184	* 194.341	* 101.082	* 0,02274	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,29313	323	6	1	136	* 8.154	* 197.606	* 136.951
	* 0,78773	11	1	2	23	* 2.900	* 72.335	* 41.471	* 0,38697	315	6	1	111	* 8.046	* 181.653	* 108.157	* 0,03021	16	1	4	24	* 2.191	* 49.000	* 26.771							
	* 0,51585	12	1	2	23	* 3.007	* 76.314	* 48.626	* 0,52071	316	6	1	116	* 7.512	* 202.043	* 157.589	* 0,03096	216	4	1	61	* 3.351	* 60.156	* 52.910							
	* 0,51230	13	1	2	23	* 2.641	* 70.136	* 47.868	* 0,67331	317	6	3	116	* 8.803	* 234.906	* 132.766	* 0,03214	55	2	4	31	* 1.895	* 45.492	* 24.468							
	* 0,87518	14	1	2	23	* 2.743	* 64.069	* 41.062	* 0,64739	318	6	3	117	* 6.673	* 182.505	* 89.233	* 0,03336	86	2	1	36	* 2.288	* 41.147	* 33.013							
	* 0,28707	15	1	1	24	* 1.935	* 37.263	* 22.060	* 0,90926	319	6	4	125	* 7.461	* 185.911	* 159.597	* 0,03706	83	2	3	36	* 2.911	* 78.086	* 34.587							
	* 0,03021	16	1	4	24	* 2.191	* 49.000	* 26.771	* 0,42170	320	6	1	125	* 8.409	* 184.755	* 135.655	* 0,04420	297	5	3	96	* 8.202	* 213.936	* 79.198							
	* 0,35557	17	1	1	24	* 1.882	* 41.964	* 26.289	* 0,05929	321	6	1	126	* 8.848	* 172.623	* 111.381	* 0,04535	304	5	4	100	* 7.963	* 198.923	* 141.601							
	* 0,40486	18	1	4	24	* 1.112	* 25.145	* 14.782	* 0,66748	322	6	3	126	* 4.910	* 140.241	* 68.438	* 0,04815	92	2	1	37	* 2.038	* 39.422	* 30.940							
	* 0,02101	19	1	2	25	* 2.464	* 55.540	* 38.442	* 0,29313	323	6	1	136	* 8.154	* 197.606	* 136.951	* 0,05006	271	5	3	80	* 3.647	* 98.111	* 76.621							
	* 0,21030	20	1	1	25	* 1.748	* 36.955	* 28.482	* 0,13979	324	6	3	142	* 9.175	* 233.956	* 128.349	* 0,06043	1	1	3	18	* 1.040	* 27.631	* 11.992							
	* 0,06517	21	1	4	25	* 2.937	* 64.017	* 44.840	* 0,94582	325	6	3	143	* 7.661	* 201.309	* 100.978	* 0,06517	21	1	4	25	* 2.937	* 64.017	* 44.840							
	* 0,46385	22	1	2	26	* 2.453	* 61.347	* 28.469	* 0,48665	326	6	1	145	* 6.935	* 140.129	* 150.081	* 0,06532	233	4	1	68	* 4.429	* 90.710	* 62.288							
	* 0,82791	23	1	4	26	* 1.131	* 27.803	* 22.756	* 0,52224	327	6	1	146	* 8.266	* 165.169	* 164.779	* 0,06806	133	3	4	45	* 3.516	* 85.183	* 36.198							
	* 0,59833	24	1	1	26	* 1.757	* 32.187	* 31.253	* 0,87249	328	6	2	149	* 14.846	* 355.898	* 247.779	* 0,07043	67	2	4	33	* 2.881	* 69.602	* 34.034							
	* 0,07452	25	1	4	26	* 2.361	* 53.630	* 31.493	* 0,50943	329	6	1	149	* 11.563	* 280.903	* 154.414	* 0,07112	276	5	1	81	* 6.541	* 122.540	* 98.521							
	* 0,45297	26	1	4	27	* 1.360	* 36.174	* 22.250	* 0,55658	330	6	1	151	* 12.018	* 222.723	* 191.829	* 0,07246	292	5	1	94	* 5.539	* 119.700	* 86.780							
	* 0,29393	27	1	4	28	* 2.395	* 53.501	* 32.342	* 0,60438	331	6	3	153	* 8.482	* 204.745	* 91.921	* 0,07452	25	1	4	26	* 2.361	* 53.630	* 31.493							
	* 0,94809	28	1	1	28	* 2.041	* 38.534	* 23.742	* 0,05700	332	6	3	156	* 7.289	* 213.364	* 118.735	* 0,07691	63	2	3	32	* 2.610	* 67.818	* 38.454							
	* 0,66411	29	1	4	28	* 3.387	* 65.395	* 37.557	* 0,22770	333	6	3	164	* 10.602	* 269.303	* 90.267	* 0,07779	108	2	4	40	* 2.591	* 58.477	* 37.096							
	* 0,83971	30	1	4	29	* 2.368	* 57.075	* 51.234	* 0,75260	334	6	4	183	* 13.935	* 322.467	* 157.377	* 0,08585	188	4	1	56	* 3.296	* 70.258	* 51.104							
	* 0,83311	31	1	4	29	* 1.319	* 34.196	* 16.174	* 0,77519	335	6	1	186	* 8.755	* 198.284	* 195.149	* 0,08737	9	1	4	23	* 1.982	* 44.485	* 28.217							
	* 0,28380	32	1	1	29	* 2.074	* 44.572	* 35.699	* 0,44244	336	6	3	213	* 13.544	* 340.786	* 220.076	* 0,09372	43	1	4	30	* 1.062	* 26.995	* 23.069							
	* 0,02274	33	1	3	29	* 1.523	* 36.201	* 22.140	* 0,67860	337	6	3	263	* 17.534	* 484.346	* 277.218	* 0,09446	249	5	1	72	* 4.729	* 110.049	* 94.960							
	* 0,85282	34	1	4	29	* 1.818	* 40.315	* 28.769	* 0,04336	338	6	3	280	* 19.697	* 468.392	* 345.305	* 0,09473	260	5	3	75	* 4.845	* 109.256	* 73.600							
	* 0,70661	35	1	1	29	* 2.040	* 39.935	* 30.828	* 0,09949	295	5	3	95	* 5.665	* 146.776	* 48.347
	* 0,40442	36	1	1	30	* 1.969	* 48.791	* 34.026	* 0,10901	231	4	3	67	* 2.534	* 65.592	* 52.044
	* 0,83732	37	1	2	30	* 3.011	* 76.797	* 49.455	Cálculo da Proporção Ótima:	* 0,10918	104	2	4	39	* 1.395	* 35.324	* 21.983
	* 0,93158	38	1	4	30	* 2.520	* 62.549	* 34.081	* 0,11038	229	4	3	67	* 3.322	* 86.737	* 63.953
	* 0,38681	39	1	3	30	* 1.907	* 46.141	* 30.915	Tamanho:	* 0,11237	74	2	1	34	* 1.927	* 41.314	* 28.235
	* 0,92982	40	1	4	30	* 1.512	* 37.663	* 25.565	Estrato I....:	304	* 0,11461	95	2	2	37	* 3.113	* 87.322	* 36.705
	* 0,89869	41	1	1	30	* 1.509	* 31.004	* 25.913	Estrato II...:	34							
	* 0,66091	42	1	4	30	* 1.721	* 38.798	* 29.414							
	* 0,09372	43	1	4	30	* 1.062	* 26.995	* 23.069	Desvio Padrão (Área)							
	* 0,46033	44	1	4	30	* 2.110	* 49.743	* 30.647	Estrato I....:	* 20,29							
	* 0,75577	45	1	4	30	* 2.138	* 49.164	* 26.049	Estrato II...:	* 42,69							
	* 0,97367	46	1	4	30	* 2.942	* 63.104	* 32.243							
	* 0,48623	47	2	3	31	* 1.861	* 42.905	* 27.936	Tamanho da Amostra:	50							
	* 0,92609	48	2	4	31	* 2.883	* 60.601	* 58.042							
	* 0,79436	49	2	4	31	* 3.381	* 72.251	* 32.403	Selecionar de cada Estrato							
	* 0,95061	50	2	4	31	* 3.280	* 66.998	* 35.026	Estrato I....:	* 40,48							
	* 0,81639	51	2	3	31	* 1.664	* 45.381	* 30.831	Estrato II...:	* 9,52							
	* 0,35321	52	2	4	31	* 2.419	* 55.834	* 30.374							
	* 0,57231	53	2	4	31	* 1.734	* 44.943	* 21.588							
	* 0,70653	54	2	3	31	* 1.087	* 27.887	* 17.605	Quantidade de Cana							
	* 0,03214	55	2	4	31	* 1.895	* 45.492	* 24.468	Média	Nh	Estimativa Total	Estimativa Média							
	* 0,56378	56	2	1	31	*
1.814	* 39.446	* 24.309	Estrato I....:	* 3.531	304	* 1.073.465,00	* 3.175,93							
	* 0,46338	57	2	1	31	* 1.871	* 40.499	* 33.568	Estrato II...:	* 8.873	34	* 301.679,00	* 892,54							
	* 0,92017	58	2	3	31	* 1.342	* 37.834	* 31.542	Total......:	338	* 1.375.144,00	* 4.068,47							
	* 0,99874	59	2	4	31	* 2.129	* 54.586	* 38.467							
	* 0,50097	60	2	4	31	* 2.989	* 63.366	* 23.559	Nh = População em cada estrato							
	* 0,26294	61	2	3	32	* 2.332	* 60.367	* 33.839							
	* 0,73949	62	2	4	32	* 1.829	* 43.801	* 27.461	Receita							
	* 0,07691	63	2	3	32	* 2.610	* 67.818	* 38.454	Média	Nh	Estimativa Total	Estimativa Média							
	* 0,55325	64	2	3	32	* 2.076	* 55.302	* 35.513	Estrato I....:	* 82.569	304	* 25.101.065,00	* 74.263,51							
	* 0,32734	65	2	1	32	* 1.133	* 26.706	* 24.000	Estrato II...:	* 215.743	34	* 7.335.247,00	* 21.701,91							
	* 0,98223	66	2	4	33	* 2.528	* 57.814	* 44.586	Total......:	338	* 32.436.312,00	* 95.965,42							
	* 0,07043	67	2	4	33	* 2.881	* 69.602	* 34.034							
	* 0,97216	68	2	1	34	* 1.561	* 30.896	* 31.022	Nh = População em cada estrato							
	* 0,18381	69	2	3	34	* 2.724	* 67.774	* 34.446							
	* 0,90559	70	2	4	34	* 2.540	* 53.267	* 32.654							
	* 0,45879	71	2	1	34	* 1.924	* 40.603	* 37.105							
	* 0,26647	72	2	1	34	* 2.012	* 46.206	* 33.633							
	* 0,70523	73	2	3	34	* 1.723	* 48.835	* 28.340							
	* 0,11237	74	2	1	34	* 1.927	* 41.314	* 28.235							
	* 0,91552	75	2	4	34	* 1.945	* 47.868	* 27.777							
	* 0,28911	76	2	3	35	* 2.635	* 59.059	* 32.037							
	* 0,66253	77	2	4	35	* 2.499	* 61.666	* 48.123							
	* 0,80154	78	2	3	35	* 1.978	* 57.585	* 21.401							
	* 0,79290	79	2	2	35	* 3.835	* 98.282	* 56.494							
	* 0,71880	80	2	3	35	* 3.277	* 90.848	* 25.103							
	* 0,84819	81	2	1	35	* 2.375	* 44.401	* 42.209							
	* 0,80471	82	2	1	36	* 2.328	* 44.602	* 34.332							
	* 0,03706	83	2	3	36	* 2.911	* 78.086	* 34.587							
	* 0,28286	84	2	4	36	* 2.201	* 55.232	* 27.035							
	* 0,62718	85	2	1	36	* 2.156	* 46.772	* 34.169							
	* 0,03336	86	2	1	36	* 2.288	* 41.147	* 33.013							
	* 0,79918	87	2	1	36	* 1.306	* 27.491	* 17.373							
	* 0,25447	88	2	1	36	* 3.146	* 66.173	* 45.776							
	* 0,20400	89	2	2	36	* 3.900	* 101.277	* 45.132							
	* 0,15802	90	2	1	37	* 2.546	* 54.574	* 31.343							
	* 0,41637	91	2	4	37	* 2.022	* 50.246	* 30.513							
	* 0,04815	92	2	1	37	* 2.038	* 39.422	* 30.940							
	* 0,80422	93	2	2	37	* 3.296	* 86.532	* 45.958							
	* 0,94802	94	2	3	37	* 2.466	* 60.707	* 41.982							
	* 0,11461	95	2	2	37	* 3.113	* 87.322	* 36.705							
	* 0,00951	96	2	4	37	* 2.590	* 55.922	* 35.433							
	* 0,67332	97	2	2	37	* 3.431	* 96.687	* 46.253							
	* 0,52230	98	2	2	38	* 3.445	* 88.035	* 48.898							
	* 0,18189	99	2	3	38	* 2.839	* 73.846	* 48.170							
	* 0,15990	100	2	4	38	* 2.852	* 65.023	* 49.640							
	* 0,31531	101	2	4	38	* 2.541	* 62.110	* 35.631							
	* 0,15570	102	2	1	39	* 1.737	* 38.297	* 35.188							
	* 0,16815	103	2	4	39	* 2.045	* 54.320	* 32.463							
	* 0,10918	104	2	4	39	* 1.395	* 35.324	* 21.983							
	* 0,01957	105	2	4	39	* 2.846	* 66.364	* 33.077							
	* 0,49715	106	2	4	40	* 4.102	* 88.924	* 56.279							
	* 0,53336	107	2	3	40	* 2.318	* 67.381	* 32.621							
	* 0,07779	108	2	4	40	* 2.591	* 58.477	* 37.096							
	* 0,24180	109	2	3	40	* 2.417	* 57.922	* 43.927							
	* 0,89464	110	2	2	40	* 3.752	* 93.929	* 52.616							
	* 0,80537	111	2	3	40	* 2.738	* 64.127	* 25.657							
	* 0,67991	112	2	1	40	* 3.068	* 64.813	* 48.694							
	* 0,33278	113	3	4	41	* 3.730	* 80.009	* 30.905							
	* 0,35931	114	3	1	41	* 3.200	* 73.067	* 50.369							
	* 0,40297	115	3	4	41	* 4.088	* 96.432	* 46.047							
	* 0,34576	116	3	1	41	* 2.071	* 42.948	* 41.513							
	* 0,32628	117	3	4	41	* 3.081	* 70.031	* 26.005							
	* 0,32672	118	3	3	42	* 2.437	* 71.427	* 49.462							
	* 0,67515	119	3	1	42	* 2.875	* 61.872	* 38.451							
	* 0,19715	120	3	4	42	* 4.533	* 97.111	* 65.968							
	* 0,51591	121	3	4	42	* 2.548	* 63.186	* 28.904							
	* 0,91688	122	3	1	43	* 2.702	* 61.921	* 38.941							
	* 0,31041	123	3	3	43	* 3.815	* 109.448	* 45.882							
	* 0,36062	124	3	1	43	* 3.068	* 60.626	* 49.641							
	* 0,51223	125	3	1	43	* 2.394	* 55.847	* 34.927							
	* 0,92930	126	3	1	43	* 3.045	* 77.013	* 50.933							
	* 0,70600	127	3	2	44	* 3.858	* 93.871	* 68.816							
	* 0,14205	128	3	2	44	* 2.980	* 75.712	* 62.482							
	* 0,76587	129	3	3	44	* 1.913	* 58.804	* 46.638							
	* 0,01995	130	3	1	44	* 2.580	* 49.968	* 45.649							
	* 0,65268	131	3	3	44	* 2.668	* 64.570	* 45.667							
	* 0,93559	132	3	2	44	* 4.256	* 99.810	* 41.243							
	* 0,06806	133	3	4	45	* 3.516	* 85.183	* 36.198							
	* 0,40202	134	3	3	45	* 2.885	* 80.854	* 41.703							
	* 0,48473	135	3	1	45	* 1.817	* 45.408	* 43.410							
	* 0,56664	136	3	1	45	* 2.363	* 44.011	* 33.813							
	* 0,14744	137	3	3	45	* 3.105	* 88.244	* 32.045							
	* 0,83451	138	3	3	45	* 2.350	* 64.022	* 36.215							
	* 0,84623	139	3	3	45	* 3.207	* 82.476	* 37.481							
	* 0,00620	140	3	4	45	* 4.333	* 95.576	* 60.946							
	* 0,64273	141	3	1	45	* 2.870	* 60.121	* 35.903							
	* 0,19873	142	3	4	45	* 1.887	* 47.370	* 29.633							
	* 0,37196	143	3	1	46	* 3.463	* 69.687	* 55.438							
	* 0,33033	144	3	1	46	* 3.579	* 76.597	* 42.230							
	* 0,41409	145	3	3	46	* 2.833	* 74.687	* 50.378							
	* 0,42165	146	3	4	46	* 3.146	* 76.872	* 30.105							
	* 0,41833	147	3	3	46	* 3.044	* 82.393	* 27.030							
	* 0,68810	148	3	4	46	* 3.574	* 80.781	* 37.278							
	* 0,55871	149	3	2	46	* 3.275	* 81.745	* 47.104							
	* 0,27270	150	3	3	46	* 2.378	* 59.581	* 37.055							
	* 0,87331	151	3	4	47	* 2.477	* 54.436	* 29.796							
	* 0,63940	152	3	4	47	* 4.526	* 113.460	* 77.475							
	* 0,12217	153	3	1	47	* 3.878	* 78.316	* 41.848							
	* 0,39855	154	3	1	47	* 3.350	* 71.961	* 60.084							
	* 0,27122	155	3	4	47	* 1.850	* 43.338	* 30.363							
	* 0,48224	156	3	2	47	* 4.359	* 106.339	* 55.711							
	* 0,30145	157	3	4	47	* 2.894	* 65.311	* 48.091							
	* 0,83530	158	3	1	47	* 4.474	* 113.131	* 62.353							
	* 0,45501	159	3	1	47	* 3.933	* 75.758	* 38.750							
	* 0,60729	160	3	4	48	* 3.559	* 83.222	* 46.172							
	* 0,22581	161	3	1	48	* 2.579	* 57.673	* 40.960							
	* 0,31719	162	3	3	48	* 3.727	* 95.141	* 39.957							
	* 0,28849	163	3	2	49	* 4.699	* 111.822	* 74.645							
	* 0,23507	164	3	1	49	* 3.284	* 81.861	* 69.331							
	* 0,63373	165	3	3	49	* 3.729	* 98.342	* 85.594							
	* 0,84187	166	3	4	50	* 4.031	* 93.868	* 41.793							
	* 0,41319	167	3	1	50	* 3.128	* 68.109	* 53.356							
	* 0,89320	168	4	3	51	* 3.581	* 96.077	* 52.855							
	* 0,45383	169	4	1	51	* 3.391	* 67.470	* 47.710							
	* 0,18885	170	4	2	51	* 4.545	* 116.771	* 61.725							
	* 0,35045	171	4	1	51	* 2.816	* 64.158	* 48.205							
	* 0,74296	172	4	2	51	* 3.142	* 86.877	* 56.629							
	* 0,11751	173	4	4	52	* 4.125	* 87.393	* 51.353							
	* 0,27759	174	4	1	52	* 2.620	* 52.973	* 40.349							
	* 0,31904	175	4	4	52	* 2.534	* 57.307	* 51.695							
	* 0,95702	176	4	1	53	* 2.763	* 61.683	* 46.734							
	* 0,46099	177	4	1	53	* 3.455	* 76.241	* 45.568							
	* 0,54421	178	4	3	53	* 3.679	* 102.513	* 69.720							
	* 0,81196	179	4	1	53	* 3.123	* 62.544	* 35.920							
	* 0,78349	180	4	1	54	* 2.982	* 54.935	* 46.572							
	* 0,96747	181	4	2	54	* 3.437	* 89.502	* 55.678							
	* 0,24212	182	4	3	54	* 3.362	* 100.841	* 31.971							
	* 0,74715	183	4	3	54	* 3.018	* 77.229	* 39.969							
	* 0,85998	184	4	1	54	* 3.931	* 121.829	* 85.032							
	* 0,65722	185	4	4	55	* 4.135	* 89.807	* 61.904							
	* 0,26031	186	4	2	55	* 4.977	* 117.159	* 70.275							
	* 0,63781	187	4	4	55	* 2.658	* 56.261	* 42.179							
	* 0,08585	188	4	1	56	* 3.296	* 70.258	* 51.104							
	* 0,29899	189	4	1	56	* 3.974	* 76.143	* 44.470							
	* 0,23735	190	4	1	56	* 3.800	* 74.134	* 40.782							
	* 0,77243	191	4	4	56	* 4.487	* 98.698	* 49.940							
	* 0,97654	192	4	3	56	* 4.755	* 126.929	* 52.324							
	* 0,30239	193	4
1	56	* 3.318	* 51.694	* 45.661							
	* 0,00683	194	4	3	57	* 3.809	* 93.689	* 60.899							
	* 0,96629	195	4	4	57	* 5.277	* 108.004	* 65.223							
	* 0,21613	196	4	1	57	* 4.152	* 75.903	* 81.103							
	* 0,70101	197	4	3	57	* 4.039	* 97.889	* 40.224							
	* 0,00469	198	4	3	57	* 3.711	* 87.495	* 48.068							
	* 0,88220	199	4	2	57	* 6.957	* 172.642	* 86.780							
	* 0,52147	200	4	4	58	* 6.338	* 133.739	* 70.720							
	* 0,62024	201	4	1	58	* 2.523	* 49.273	* 43.829							
	* 0,73580	202	4	2	58	* 5.518	* 144.534	* 76.403							
	* 0,54126	203	4	1	58	* 3.334	* 61.902	* 53.358							
	* 0,12147	204	4	3	58	* 3.227	* 87.225	* 48.393							
	* 0,33887	205	4	1	59	* 3.368	* 62.871	* 55.872							
	* 0,49085	206	4	4	59	* 5.056	* 112.827	* 74.167							
	* 0,12875	207	4	4	59	* 5.998	* 149.860	* 67.958							
	* 0,92746	208	4	1	59	* 2.480	* 53.608	* 37.766							
	* 0,38030	209	4	4	60	* 2.845	* 65.678	* 41.774							
	* 0,92417	210	4	1	60	* 4.051	* 86.398	* 58.638							
	* 0,81150	211	4	4	60	* 4.920	* 113.155	* 70.082							
	* 0,53198	212	4	1	60	* 4.735	* 89.746	* 48.618							
	* 0,94121	213	4	1	61	* 3.228	* 61.608	* 49.056							
	* 0,95528	214	4	3	61	* 3.651	* 82.376	* 51.607							
	* 0,41070	215	4	1	61	* 3.870	* 70.869	* 58.292							
	* 0,03096	216	4	1	61	* 3.351	* 60.156	* 52.910							
	* 0,74557	217	4	3	62	* 4.986	* 111.176	* 55.174							
	* 0,65432	218	4	4	63	* 5.997	* 148.375	* 77.027							
	* 0,56959	219	4	1	63	* 3.443	* 68.477	* 52.389							
	* 0,25002	220	4	3	63	* 3.814	* 117.576	* 68.660							
	* 0,88445	221	4	4	64	* 4.550	* 106.881	* 82.554							
	* 0,84238	222	4	3	64	* 2.828	* 69.174	* 54.173							
	* 0,34029	223	4	3	65	* 4.055	* 119.295	* 39.290							
	* 0,24535	224	4	1	66	* 3.228	* 72.233	* 69.842							
	* 0,73030	225	4	3	66	* 4.038	* 92.636	* 92.543							
	* 0,21804	226	4	1	66	* 5.215	* 108.816	* 69.587							
	* 0,89505	227	4	1	66	* 3.779	* 78.192	* 58.778							
	* 0,24240	228	4	3	66	* 2.871	* 74.152	* 61.743							
	* 0,11038	229	4	3	67	* 3.322	* 86.737	* 63.953							
	* 0,54253	230	4	1	67	* 4.158	* 95.953	* 88.902							
	* 0,10901	231	4	3	67	* 2.534	* 65.592	* 52.044							
	* 0,94794	232	4	1	68	* 4.669	* 96.590	* 88.034							
	* 0,06532	233	4	1	68	* 4.429	* 90.710	* 62.288							
	* 0,92537	234	4	3	68	* 3.820	* 112.538	* 66.340							
	* 0,25750	235	4	1	69	* 5.441	* 113.166	* 105.125							
	* 0,18578	236	4	3	69	* 4.090	* 118.604	* 60.756							
	* 0,92011	237	4	2	69	* 2.575	* 37.184	* 22.706							
	* 0,48619	238	4	3	69	* 4.218	* 127.221	* 63.439							
	* 0,39461	239	4	4	69	* 6.852	* 145.092	* 88.699							
	* 0,76856	240	4	1	70	* 4.854	* 97.788	* 74.610							
	* 0,40371	241	4	4	70	* 4.954	* 117.808	* 83.114							
	* 0,98494	242	4	4	70	* 6.209	* 142.153	* 96.640							
	* 0,79284	243	5	3	71	* 5.613	* 146.504	* 62.005							
	* 0,63365	244	5	2	71	* 7.162	* 190.648	* 110.433							
	* 0,73940	245	5	1	71	* 3.243	* 71.992	* 59.879							
	* 0,77996	246	5	3	71	* 5.601	* 122.138	* 101.859							
	* 0,70524	247	5	4	71	* 4.696	* 98.385	* 47.369							
	* 0,88877	248	5	4	72	* 4.558	* 102.663	* 54.407							
	* 0,09446	249	5	1	72	* 4.729	* 110.049	* 94.960							
	* 0,89348	250	5	1	72	* 4.340	* 86.796	* 68.188							
	* 0,42495	251	5	2	72	* 5.569	* 132.096	* 90.235							
	* 0,22650	252	5	1	73	* 4.125	* 85.390	* 72.021							
	* 0,74297	253	5	4	73	* 6.381	* 149.717	* 76.647							
	* 0,14089	254	5	3	73	* 2.318	* 58.678	* 39.781							
	* 0,74132	255	5	3	73	* 3.920	* 110.046	* 60.409							
	* 0,13513	256	5	3	73	* 5.052	* 131.567	* 95.866							
	* 0,59991	257	5	2	74	* 6.955	* 168.509	* 68.399							
	* 0,73543	258	5	3	74	* 5.629	* 144.141	* 62.275							
	* 0,34019	259	5	3	75	* 4.416	* 125.197	* 64.048							
	* 0,09473	260	5	3	75	* 4.845	* 109.256	* 73.600							
	* 0,86341	261	5	1	76	* 3.467	* 81.400	* 49.998							
	* 0,47394	262	5	1	76	* 4.373	* 88.050	* 59.757							
	* 0,00349	263	5	1	76	* 5.407	* 93.303	* 75.543							
	* 0,77525	264	5	1	76	* 5.600	* 117.773	* 74.855							
	* 0,36029	265	5	3	77	* 4.928	* 130.383	* 49.582							
	* 0,80830	266	5	1	77	* 6.188	* 128.327	* 98.272							
	* 0,54853	267	5	3	77	* 5.390	* 160.996	* 98.819							
	* 0,36269	268	5	2	79	* 7.621	* 190.926	* 124.128							
	* 0,29215	269	5	4	79	* 5.277	* 131.489	* 55.972							
	* 0,92374	270	5	1	79	* 6.179	* 130.305	* 68.785							
	* 0,05006	271	5	3	80	* 3.647	* 98.111	* 76.621							
	* 0,76739	272	5	3	80	* 5.757	* 166.391	* 69.451							
	* 0,20351	273	5	3	80	* 5.165	* 130.964	* 56.050							
	* 0,37112	274	5	1	81	* 4.174	* 89.555	* 56.381							
	* 0,72513	275	5	2	81	* 9.140	* 238.279	* 143.525							
	* 0,07112	276	5	1	81	* 6.541	* 122.540	* 98.521							
	* 0,84840	277	5	1	82	* 5.558	* 121.002	* 69.034							
	* 0,45020	278	5	1	82	* 4.453	* 131.032	* 96.592							
	* 0,01322	279	5	1	84	* 6.515	* 133.563	* 100.418							
	* 0,11698	280	5	1	84	* 7.027	* 149.692	* 115.142							
	* 0,75422	281	5	3	84	* 3.504	* 100.677	* 51.448							
	* 0,64425	282	5	1	85	* 3.280	* 76.996	* 99.611							
	* 0,31757	283	5	1	87	* 5.684	* 112.769	* 124.340							
	* 0,68772	284	5	1	87	* 5.524	* 104.922	* 73.270							
	* 0,97012	285	5	1	87	* 4.593	* 97.258	* 79.560							
	* 0,66426	286	5	3	88	* 6.961	* 164.239	* 86.304							
	* 0,72125	287	5	1	91	* 5.831	* 126.204	* 87.828							
	* 0,76955	288	5	1	93	* 4.478	* 112.841	* 95.902							
	* 0,97715	289	5	1	93	* 4.085	* 125.288	* 127.042							
	* 0,65220	290	5	1	93	* 6.170	* 101.459	* 81.061							
	* 0,44108	291	5	1	93	* 5.548	* 99.882	* 94.665							
	* 0,07246	292	5	1	94	* 5.539	* 119.700	* 86.780							
	* 0,58935	293	5	1	95	* 6.805	* 126.815	* 80.901							
	* 0,72858	294	5	2	95	* 6.788	* 174.980	* 103.085							
	* 0,09949	295	5	3	95	* 5.665	* 146.776	* 48.347							
	* 0,85106	296	5	2	96	* 7.169	* 177.329	* 116.100							
	* 0,04420	297	5	3	96	* 8.202	* 213.936	* 79.198							
	* 0,93814	298	5	4	97	* 7.040	* 186.131	* 133.257							
	* 0,24277	299	5	3	97	* 5.607	* 158.198	* 62.687							
	* 0,96002	300	5	1	97	* 8.961	* 167.895	* 113.195							
	* 0,73364	301	5	4	98	* 6.494	* 159.712	* 86.458							
	* 0,69998	302	5	2	98	* 9.266	* 226.978	* 130.207							
	* 0,13806	303	5	1	100	* 4.092	* 80.773	* 47.409							
	* 0,04535	304	5	4	100	* 7.963	* 198.923	* 141.601							
Plan1
	ESTRATO I - Área menor ou igual a 100
	Rótulo	Classe	Região	Área	Quant	Receita	Despesa
	263	5	1	76	* 5.407	* 93.303	* 75.543
	198	4	3	57	* 3.711	* 87.495	* 48.068
	140	3	4	45	* 4.333	* 95.576	* 60.946
	194	4	3	57	* 3.809	* 93.689	* 60.899
	96	2	4	37	* 2.590	* 55.922	* 35.433
	279	5	1	84	* 6.515	* 133.563	* 100.418
	105	2	4	39	* 2.846	* 66.364	* 33.077
	130	3	1	44	* 2.580	* 49.968	* 45.649
	19	1	2	25	* 2.464	* 55.540	* 38.442
	33	1	3	29	* 1.523	* 36.201	* 22.140
	16	1	4	24	* 2.191	* 49.000	* 26.771
	216	4	1	61	* 3.351	* 60.156	* 52.910
	55	2	4	31	* 1.895	* 45.492	* 24.468
	86	2	1	36	* 2.288	* 41.147	* 33.013
	83	2	3	36	* 2.911	* 78.086	* 34.587
	297	5	3	96	* 8.202	* 213.936	* 79.198
	304	5	4	100	* 7.963	* 198.923	* 141.601
	92	2	1	37	* 2.038	* 39.422	* 30.940
	271	5	3	80	* 3.647	* 98.111	* 76.621
	1	1	3	18	* 1.040	* 27.631	* 11.992
	21	1	4	25	* 2.937	* 64.017	* 44.840
	233	4	1	68	* 4.429	* 90.710	* 62.288
	133	3	4	45	* 3.516	* 85.183	* 36.198
	67	2	4	33	* 2.881	* 69.602	* 34.034
	276	5	1	81	* 6.541	* 122.540	* 98.521
	292	5	1	94	* 5.539	* 119.700	* 86.780
	25	1	4	26	* 2.361	* 53.630	* 31.493
	63	2	3	32	* 2.610	* 67.818	* 38.454
	108	2	4	40	* 2.591	* 58.477	* 37.096
	188	4	1	56	* 3.296	* 70.258	* 51.104
	9	1	4	23	* 1.982	* 44.485	* 28.217
	43	1	4	30	* 1.062	* 26.995	* 23.069
	249	5	1	72	* 4.729	* 110.049	* 94.960
	260	5	3	75	* 4.845	* 109.256	* 73.600
	295	5	3	95	* 5.665	* 146.776	* 48.347
	231	4	3	67	* 2.534	* 65.592	* 52.044
	104	2	4	39	* 1.395	* 35.324	* 21.983
	229	4	3	67	* 3.322	* 86.737	* 63.953
	74	2	1	34	* 1.927	* 41.314	* 28.235
	95	2	2	37	* 3.113	* 87.322	* 36.705
	ESTRATO II - Área >100
	Rótulo	Classe	Região	Área	Quant
Receita	Despesa
	338	6	3	280	* 19.697	* 468.392	* 345.305
	332	6	3	156	* 7.289	* 213.364	* 118.735
	321	6	1	126	* 8.848	* 172.623	* 111.381
	305	6	3	101	* 7.418	* 204.336	* 71.173
	310	6	4	103	* 4.316	* 92.135	* 79.934
	324	6	3	142	* 9.175	* 233.956	* 128.349
	306	6	2	101	* 8.195	* 214.579	* 153.077
	333	6	3	164	* 10.602	* 269.303	* 90.267
	307	6	1	101	* 6.003	* 173.494	* 133.976
	323	6	1	136	* 8.154	* 197.606	* 136.951
Questão 7