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Lista 6 - Analise de Regressão

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	Lista de Exercícios 6 - Análise de Regressão
	Exercício 1
	Ano/X	Produção/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	1986	285	-4	14.4444444444	16	208.6419753086	-57.7777777778	0.9111111111	0.8301234568	3944196
	2	1987	270	-3	-0.5555555556	9	0.3086419753	1.6666666667	-10.7055555556	114.6089197531	3948169
	3	1988	294	-2	23.4444444444	4	549.6419753086	-46.8888888889	16.6777777778	278.1482716049	3952144
	4	1989	279	-1	8.4444444444	1	71.3086419753	-8.4444444444	5.0611111111	25.614845679	3956121
	5	1990	260	0	-10.5555555556	0	111.4197530864	0	-10.5555555556	111.4197530864	3960100
	6	1991	262	1	-8.5555555556	1	73.1975308642	-8.5555555556	-5.1722222222	26.7518827161	3964081
	7	1992	258	2	-12.5555555556	4	157.6419753086	-25.1111111111	-5.7888888889	33.5112345679	3968064
	8	1993	272	3	1.4444444444	9	2.0864197531	4.3333333333	11.5944444444	134.4311419753	3972049
	9	1994	255	4	-15.5555555556	16	241.975308642	-62.2222222222	-2.0222222222	4.089382716	3976036
	SOMA/MEDIA:	1990	270.5555555556	0	0	60	1416.2222222222	-203	0	729.4055555556	35640960
	Sx²	6.6666666667	Beta2-erro	1.3178315121	VarBeta2	1.7366798942
	Sy²	157.3580246914	Beta1-erro	2622.4869164226	VarBeta1	6877437.626807825
	COV(X,Y)	-22.5555555556	Sigma²	104.2007936508	tbeta1	2.6705143294
	B2	-3.3833333333	Sigma	10.2078789986	tbeta2	-2.5673489383
	B1	7003.3888888889	r²	0.4849639102	F	6.5912805709
	Valor de Previsão	r	0.6963935024	Valor de X	1996
	Previsão	alpha	0.05	Ycalc	250.2555555556
	Var:	115.7787648625	t-student	2.3646242509
	IC - LimINFERIOR	224.8120706202
	IC - LimSUPERIOR	275.6990404909
	Desvio	25.4434849353
	Lista de Exercícios 6 - Análise de Regressão
	Exercício 1
	Ano/X*	Prod./Y*	x*i=X*i-X*m	y*i=Y*i-Y*m	x*i²	y*i²	x*i*y*i	e*i	e*i²	X*i²
	1	1986	5.6524891803	-4	0.053072067	16	0.0028166443	-0.2122882679	0.0032807429	0.0000107633	3944196
	2	1987	5.598421959	-3	-0.0009951543	9	0.0000009903	0.0029854629	-0.0383386474	0.0014698519	3948169
	3	1988	5.6835797673	-2	0.0841626541	4	0.0070833523	-0.1683253081	0.059266992	0.0035125763	3952144
	4	1989	5.6312117818	-1	0.0317946685	1	0.0010109009	-0.0317946685	0.0193468375	0.0003743001	3956121
	5	1990	5.560681631	0	-0.0387354823	0	0.0015004376	0	-0.0387354823	0.0015004376	3960100
	6	1991	5.5683445038	1	-0.0310726095	1	0.0009655071	-0.0310726095	-0.0186247785	0.0003468824	3964081
	7	1992	5.5529595849	2	-0.0464575284	4	0.0021583019	-0.0929150567	-0.0215618663	0.0004649141	3968064
	8	1993	5.6058020663	3	0.006384953	9	0.0000407676	0.019154859	0.0437284461	0.001912177	3972049
	9	1994	5.5412635452	4	-0.0581535681	16	0.0033818375	-0.2326142725	-0.008362244	0.0000699271	3976036
	SOMA/MEDIA:	1990	5.5994171133	0	-0	60	0.0189587396	-0.7468698614	0	0.0096618298	35640960
	Sx²*	6.6666666667	Beta2-erro	0.0047962857	VarBeta2	0.0000230044
	Sy²*	0.0021065266	Beta1-erro	9.5446165984	VarBeta1	91.0997060113
	COV(X*,Y*)	-0.0829855402	Sigma²	0.0013802614	tbeta1	3.1819613222
	B2*	-0.012447831	Sigma	0.0371518694	tbeta2	-2.5953064047
	B1*	30.3706008511	r²	0.4903759439	F	6.7356153343
	B2	0.9876293228	r	0.7002684799	Valor de X	1996
	B1	15480477829108.242	alpha	0.05	Ycalc	5.5247301271
	Valor de Previsão	t-student	2.3646242509
	Previsão
	Var:	0.0015336252
	IC - LimINFERIOR	5.4321278315
	IC - LimSUPERIOR	5.6173324227
	Exercício 2
	IPOF/X	IPAC/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	108.8	112.2	-21.5	-21.2	462.25	449.44	455.8	-0.2336262381	0.0545812191	11837.44
	2	119.7	123.5	-10.6	-9.9	112.36	98.01	104.94	0.4369098547	0.1908902211	14328.09
	3	128	131	-2.3	-2.4	5.29	5.76	5.52	-0.1570855976	0.024675885	16384
	4	135.8	138.6	5.5	5.2	30.25	27.04	28.6	-0.1634909623	0.0267292948	18441.64
	5	142.5	145.7	12.2	12.3	148.84	151.29	150.06	0.4028018653	0.1622493427	20306.25
	6	147	149.4	16.7	16	278.89	256	267.2	-0.285508922	0.0815153446	21609
	SOMA/MEDIA:	130.3	133.4	0	-0	1037.88	987.54	1012.12	-0	0.5406413073	102906.42
	Sx²	172.98	Beta2-erro	0.0114117184	VarBeta2	0.0001302273
	Sy²	164.59	Beta1-erro	1.4945025306	VarBeta1	2.2335378141
	COV(X,Y)	168.6866666667	Sigma²	0.1351603268	tbeta1	4.2382151059
	B2	0.975180175	Sigma	0.3676415738	tbeta2	85.4542798564
	B1	6.3340232011	r²	0.9994525373	F	7302.4339457746
	Valor de Previsão	r	0.9997262312	Valor de X
	Previsão	alpha	0.05	Ycalc	6.3340232011
	Var:	0.172477665	t-student	2.776445105
	IC - LimINFERIOR	5.1809535989
	IC - LimSUPERIOR	275.6990404909	4.2382151058601432
	Desvio	25.4434849353	85.45427985639239
	Exercício 3
	Trimestre/X	Vendas/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	1	1206	-4.5	-56881.6	20.25	3235516418.56	255967.2	-7041.8909090909	49588227.57553704	1
	2	2	11356	-3.5	-46731.6	12.25	2183842438.56	163560.6	-7967.3818181818	63479173.03669408	4
	3	3	36888	-2.5	-21199.6	6.25	449423040.15999997	52999	6489.1272727273	42108772.761653	9
	4	4	39636	-1.5	-18451.6	2.25	340461542.55999994	27677.4	-1838.3636363636	3379580.8595041176	16
	5	5	53887	-0.5	-4200.6	0.25	17645040.35999999	2100.3	1337.1454545455	1787957.96661157	25
	6	6	77806	0.5	19718.4	0.25	388815298.56000006	9859.2	14180.6545454545	201090963.33752054	36
	7	7	91627	1.5	33539.4	2.25	1124891352.3600001	50309.1	16926.1636363636	286495015.44495815	49
	8	8	80147	2.5	22059.4	6.25	486617128.3600001	55148.5	-5629.3272727273	31689325.543471213	64
	9	9	86646	3.5	28558.4	12.25	815582210.5600001	99954.4	-10205.8181818182	104158724.76033077	81
	10	10	101677	4.5	43589.4	20.25	1900035792.3600001	196152.3	-6250.3090909091	39066363.73190109	100
	SOMA/MEDIA:	5.5	58087.6	0	0	82.5	10942830262.400002	913728.0000000001	-0	822844105.0181814	385
	Sx²	8.25	Beta2-erro	1116.5722065553	VarBeta2	1246733.49245179
	Sy²	1094283026.2400002	Beta1-erro	8944.2010505312	VarBeta1	79998732.4323232
	COV(X,Y)	91372.8	Sigma²	102855513.12727268	tbeta1	-0.3161377952
	B2	11075.4909090909	Sigma	10141.7707096578	tbeta2	9.9191891434
	B1	-2827.6	r²	0.9248051843	F	98.3903132626
	Valor de Previsão	r	0.9616679179	Valor de X	12
	alpha	0.05	Ycalc	130078.2909090909
	t-student	2.3060041333
	Previsão
	Previsão Média	Previsão Pontual	4644.6681301285525	11154.750340832579
	Var	21572942.039031867	Var	124428455.16630456
	Intervalo de Confiança
	Lim Inferior	119367.6670032118	Lim Inferior	104355.3905172113
	Lim Superior	140788.91481497	Lim Superior	155801.1913009706
	Exercício 4
	Volume/X	Tempo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	20.39	10.8	-5.9477777778	-4.0666666667	35.3760604938	16.5377777778	24.1876296296	-0.8589803924	0.7378473145	415.7521
	2	24.92	14.4	-1.4177777778	-0.4666666667	2.0100938272	0.2177777778	0.6616296296	0.2979527404	0.0887758355	621.0064
	3	34.84	19.6	8.5022222222	4.7333333333	72.287782716	22.4044444444	40.2438518519	0.148013817	0.02190809	1213.8256
	4	31.72	18	5.3822222222	3.1333333333	28.9683160494	9.8177777778	16.8642962963	0.2306558977	0.0532021432	1006.1584
	5	13.59	8.4	-12.7477777778	-6.4666666667	162.5058382716	41.8177777778	82.4356296296	0.4083164503	0.1667223236	184.6881
	6	30.87	15.2	4.5322222222	0.3333333333	20.5410382716	0.1111111111	1.5107407407	-2.1109319969	4.4560338957	952.9569
	7	17.84	11	-8.4977777778	-3.8666666667	72.2122271605	14.9511111111	32.8580740741	0.7162559236	0.5130225481	318.2656
	8	23.22	13.3	-3.1177777778	-1.5666666667	9.7205382716	2.4544444444	4.8845185185	0.1147769511	0.0131737485	539.1684
	9	39.65	23.1	13.3122222222	8.2333333333	177.2152604938	67.7877777778	109.603962963	1.0539406092	1.1107908077	1572.1225
	SOMA/MEDIA:	26.3377777778	14.8666666667	-0	0	580.8371555556	176.1	313.2503333333	0	7.1614767067	6823.944
	Sx²	64.5374617284	Beta2-erro	0.0419686575	VarBeta2	0.0017613682
	Sy²	19.5666666667	Beta1-erro	1.1556372955	VarBeta1	1.3354975587
	COV(X,Y)	34.8055925926	Sigma²	1.023068101	tbeta1	0.5732620006
	B2	0.5393083592	Sigma	1.0114682896	tbeta2	12.8502647382
	B1	0.662482948	r²	0.9593328977	F	165.1293038416
	r	0.9794554088	Valor de X
	alpha	0.05	Ycalc	0.662482948
	t-student	2.3646242509
	Previsão
	Previsão Média	Previsão Pontual	0.45420851518746802	1.1087711559307247
	Var	0.2063053753	Var	1.2293734762
Intervalo de Confiança
	Lim Inferior	-0.411549522	Lim Inferior	-1.9593442161
	Lim Superior	1.736515418	Lim Superior	3.2843101121
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	168.9385232933	1	168.9385232933	165.1293038416
	INDIVIDUAL	7.1614767067	7	1.023068101
	TOTAL	176.1	8
	5.5914478481776282
	2.1009220368611805	0.10348117197761143
	1.7151515151515153
Ex 6
	Exercício 6
	10	Volume/X	Tempo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	1	30	-4.5	13	20.25	169	-58.5	0.5090909091	0.2591735537	1
	2	2	28	-3.5	11	12.25	121	-38.5	1.2848484848	1.650835629	4
	3	3	24	-2.5	7	6.25	49	-17.5	0.0606060606	0.0036730946	9
	4	4	20	-1.5	3	2.25	9	-4.5	-1.1636363636	1.3540495868	16
	5	5	18	-0.5	1	0.25	1	-0.5	-0.3878787879	0.1504499541	25
	6	6	14	0.5	-3	0.25	9	-1.5	-1.6121212121	2.5989348026	36
	7	7	13	1.5	-4	2.25	16	-6	0.1636363636	0.0267768595	49
	8	8	10	2.5	-7	6.25	49	-17.5	-0.0606060606	0.0036730946	64
	9	9	7	3.5	-10	12.25	100	-35	-0.2848484848	0.0811386593	81
	10	10	6	4.5	-11	20.25	121	-49.5	1.4909090909	2.2228099174	100
	SOMA/MEDIA:	5.5	17	0	0	82.5	644	-229	-0	8.3515151515	385
	Sx²	8.25	Beta2-erro	0.1124891587	VarBeta2	0.0126538108
	Sy²	64.4	Beta1-erro	0.6979768744	VarBeta1	0.4871717172
	COV(X,Y)	-22.9	Sigma²	1.0439393939	tbeta1	46.2288477612
	B2	-2.7757575758	Sigma	1.0217335239	tbeta2	-24.6757785966
	B1	32.2666666667	r²	0.9870318088	F	608.8940493469
	N	10	r	0.9934947452	Valor de X	5	-0.99349474521556425
	alpha	0.05	Ycalc	18.3878787879
	t-student	2.3060041333	Ftab	5.3176550628
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	0.1050718221	Var	1.1490112161
	SE(Y)	0.3241478399	SE(Y)	1.0719194074
	Lim Inferior	17.6403925293	Lim Inferior	15.9160282037
	Lim Superior	19.1353650465	Lim Superior	20.859729372
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	635.6484848485	1	635.6484848485	608.8940493469
	INDIVIDUAL	8.3515151515	8	1.0439393939
	TOTAL	644	9
Ex7
	Exercício 7
	7	Pluv/X	Colheita/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	17.8	520	-77.89	263.5714285714	6066.8521	69469.8979591837	-20529.5785714286	112.9535200368	12758.4976886952	316.84
	2	158.58	190	62.89	-66.4285714286	3955.1521	4412.7551020408	-4177.6928571429	55.1834489559	3045.2130386666	25147.6164
	3	118.65	208	22.96	-48.4285714286	527.1616	2345.3265306122	-1111.92	-4.0302253	16.2427159686	14077.8225
	4	114.8	213	19.11	-43.4285714286	365.1921	1886.0408163265	-829.92	-6.4750699252	41.9265305363	13179.04
	5	21.7	310	-73.99	53.5714285714	5474.5201	2869.8979591837	-3963.75	-89.5049490442	8011.1359034018	470.89
	6	127.15	194	31.46	-62.4285714286	989.7316	3897.3265306122	-1964.0028571429	-1.5935553482	2.5394186478	16167.1225
	7	111.15	160	15.46	-96.4285714286	239.0116	9298.4693877551	-1490.7857142857	-66.5331693751	4426.662627094	12354.3225
	SOMA/MEDIA:	95.69	256.4285714286	-0	-0	17617.6212	94179.7142857143	-34067.65	-0	28302.2179230101	81713.6539
	Sx²	2516.8030285714	Beta2-erro	0.5668283967	VarBeta2	0.3212944313
	Sy²	13454.2448979592	Beta1-erro	61.24207466	VarBeta1	3750.5917086553
	COV(X,Y)	-4866.8071428571	Sigma²	5660.443584602	tbeta1	7.2085539724
	B2	-1.9337258767	Sigma	75.2359195106	tbeta2	-3.4114837716
	B1	441.4668005682	r²	0.6994871121	F	11.6382215242
	N	7	r	0.8363534612	Valor de X	5
	alpha	0.05	Ycalc	431.7981711848
	t-student	2.5705818347	Ftab	6.6078909689
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	1135.7816403427	Var	6796.2252249447
	SE(Y)	33.7013596216	SE(Y)	82.4392213994
	Lim Inferior	345.1660683369	Lim Inferior	219.8814061888
	Lim Superior	518.4302740326	Lim Superior	643.7149361807
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	65877.4963627042	1	65877.4963627042	11.6382215242
	INDIVIDUAL	28302.2179230101	5	5660.443584602
	TOTAL	94179.7142857143	6
Ex 8
	Exercício 7
	10	Prop/X	Vendas/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	2	20	-9	-28.6	81	817.96	257.4	-7.5454545455	56.9338842975	4
	2	4	28	-7	-20.6	49	424.36	144.2	-4.2242424242	17.8442240588	16
	3	6	35	-5	-13.6	25	184.96	68	-1.903030303	3.6215243343	36
	4	8	48	-3	-0.6	9	0.36	1.8	6.4181818182	41.1930578512	64
	5	10	54	-1	5.4	1	29.16	-5.4	7.7393939394	59.8982185491	100
	6	12	58	1	9.4	1	88.36	9.4	7.0606060606	49.8521579431	144
	7	14	60	3	11.4	9	129.96	34.2	4.3818181818	19.2003305785	196
	8	16	61	5	12.4	25	153.76	62	0.703030303	0.494251607	256
	9	18	60	7	11.4	49	129.96	79.8	-4.9757575758	24.7581634527	324
	10	20	62	9	13.4	81	179.56	120.6	-7.6545454545	58.5920661157	400
	SOMA/MEDIA:	11	48.6	0	-0	330	2138.4	772	0	332.3878787879	1540
	Sx²	33	Beta2-erro	0.3548302405	VarBeta2	0.1259044995
	Sy²	213.84	Beta1-erro	4.4033274838	VarBeta1	19.3892929293
	COV(X,Y)	77.2	Sigma²	41.5484848485	tbeta1	5.1930424778
	B2	2.3393939394	Sigma	6.4458114189	tbeta2	6.5929948259
	B1	22.8666666667	r²	0.8445623462	F	43.4675807746
	N	10	r	0.9190007325	Valor de X	50
	alpha	0.05	Ycalc	139.8363636364
	t-student	2.3060041333	Ftab	5.3176550628
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	45.1907221566	Var	86.7392070051
	SE(Y)	6.7224044922	SE(Y)	9.3133885888	21.47671258068544
	Lim Inferior	124.3344710917	Lim Inferior	118.3596510557
	Lim Superior	155.3382561811	Lim Superior	161.313076217
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	1806.0121212121	1	1806.0121212121	43.4675807746
	INDIVIDUAL	332.3878787879	8	41.5484848485
	TOTAL	2138.4	9
Ex 9
	Exercício 9
	10	Renda/X	Consumo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	14.83	1242.5	1.061	-134.68	1.125721	18138.7024	-142.89548	-200.4266144769	40170.8277906609	219.9289
	2	13.54	1247.4	-0.229	-129.78	0.052441	16842.8484	29.71962	-115.5896374032	13360.9642750034	183.3316
	3	12.74	1262.1	-1.029	-115.08	1.058841	13243.4064	118.41732	-51.3163182877	2633.3645226092	162.3076
	4	13.04	1292.3	-0.729	-84.88	0.531441	7204.6144	61.87752	-39.706312956	1576.5912885631	170.0416
	5	12.73	1357.9	-1.039	-19.28	1.079521	371.7184	20.03192	45.1033482012	2034.3120189585	162.0529
	6	13.4	1402.5	-0.369	25.32	0.136161	641.1024	-9.34308	48.185693442	2321.8610524868	179.56
	7	13.46	1443.3	-0.309	66.12	0.095481	4371.8544	-20.43108	85.2676945083	7270.5797267684	181.1716
	8	13.96	1464.7	0.191	87.52	0.036481	7659.7504	16.71632	75.6843700612	5728.1238715584	194.8816
	9	14.67	1519.2	0.901	142.02	0.811801	20169.6804	127.96002	86.1880493462	7428.3798501062	215.2089
	10	15.32	1539.9	1.551	162.72	2.405601	26477.7984	252.37872	66.6097275649	4436.8558062717	234.7024
	SOMA/MEDIA:	13.769	1377.18	-0	-0	7.33349	115121.476	454.4318	0	86961.8602029866	1903.1871
	Sx²	0.733349	Beta2-erro	38.5002956942	VarBeta2	1482.2727685418
	Sy²	11512.1476	Beta1-erro	531.1348615719	VarBeta1	282104.2411769966
	COV(X,Y)	45.44318	Sigma²	10870.2325253733	tbeta1	0.9864937312
	B2	61.9666488943	Sigma	104.2604072761	tbeta2	1.6095109863
	B1	523.9612113741	r²	0.2446078419	F	2.5905256149
	N	10	r	0.4945784486	Valor de X
	alpha	0.05	Ycalc	523.9612113741
	t-student	2.3060041333	Ftab	5.3176550628
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	2169.8579131321	Var	13040.0904385054
	SE(Y)	46.5817336853	SE(Y)	114.1932153786	263.33002665778912
	Lim Inferior	416.5435409595	Lim Inferior	260.6311847163
	Lim Superior	631.3788817888	Lim Superior	787.2912380319
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	28159.6157970135	1	28159.6157970135	2.5905256149
	INDIVIDUAL	86961.8602029866	8	10870.2325253733
	TOTAL	115121.476	9
Ex9
	Exercício 9 - Exponencial
	10	Renda/X	Consumo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²	Tabela Auxiliar
	1	2.6966521561	7.124880758	0.0761354634	-0.099881236	0.0057966088	0.0099762613	-0.0076045042	-0.14573194	0.0212377983	7.2719328513	14.83	1242.5
	2	2.6056482675
7.1288166641	-0.0148684253	-0.0959453298	0.0002210701	0.0092055063	0.001426556	-0.0869911876	0.0075674667	6.7894028938	13.54	1247.4
	3	2.5447466501	7.1405322793	-0.0757700426	-0.0842297147	0.0057410994	0.0070946448	0.0063820891	-0.0385990763	0.0014898887	6.4757355134	12.74	1262.1
	4	2.5680215565	7.1641788555	-0.0524951363	-0.0605831384	0.0027557393	0.0036703167	0.0031803201	-0.028969238	0.0008392167	6.5947347146	13.04	1292.3
	5	2.5439614126	7.2136946677	-0.0765552802	-0.0110673262	0.0058607109	0.0001224857	0.0008472623	0.0350362021	0.0012275355	6.4717396686	12.73	1357.9
	6	2.595254707	7.2460116374	-0.0252619858	0.0212496435	0.0006381679	0.0004515473	-0.0005368082	0.036463051	0.0013295541	6.735346994	13.4	1402.5
	7	2.5997223242	7.2746874374	-0.0207943686	0.0499254434	0.0004324058	0.0024925499	-0.0010381681	0.0624483388	0.003899795	6.758556163	13.46	1443.3
	8	2.6361960973	7.2894057223	0.0156794046	0.0646437284	0.0002458437	0.0041788116	0.0010135752	0.0552011939	0.0030471718	6.9495298636	13.96	1464.7
	9	2.6858045922	7.3259391595	0.0652878994	0.1011771656	0.0042625098	0.0102368188	0.0066056446	0.0618591393	0.0038265531	7.2135463072	14.67	1519.2
	10	2.7291591643	7.3394727582	0.1086424715	0.1147107643	0.0118031866	0.0131585594	0.0124624609	0.0492835168	0.002428865	7.4483097442	15.32	1539.9
	SOMA/MEDIA:	2.6205166928	7.2247619939	0	0	0.0377573423	0.060587502	0.0227384277	0	0.046893845	68.7088347138
	Sx²	0.0037757342	Beta2-erro	0.3940145138	VarBeta2	0.1552474371
	Sy²	0.0060587502	Beta1-erro	1.0328054267	VarBeta1	1.0666870493
	COV(X,Y)	0.0022738428	Sigma²	0.0058617306	tbeta1	5.4672645359
	B2	0.6022253232	Sigma	0.0765619398	tbeta2	1.528434365
	B1	5.6466204817	r²	0.2260145495	F	2.3361116083
	N	10	r	0.4754098752	Valor de X
	alpha	0.05	Ycalc	5.6466204817
	t-student	2.3060041333	Ftab	5.3176550628
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	0.001172024	Var	0.0070337546
	SE(Y)	0.0342348362	SE(Y)	0.0838674826	0.19339876146367874
	Lim Inferior	5.567674808	Lim Inferior	5.4532217202
	Lim Superior	5.7255661554	Lim Superior	5.8400192432
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	0.013693657	1	0.013693657	2.3361116083
	INDIVIDUAL	0.046893845	8	0.0058617306
	TOTAL	0.060587502	9
Ex9_
	Exercício 9 - Exponencial
	10	Renda/X	Consumo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²	Tabela Auxiliar
	1	14.83	7.124880758	1.061	-0.099881236	1.125721	0.0099762613	-0.1059739914	-0.1456705801	0.0212199179	219.9289	14.83	1242.5
	2	13.54	7.1288166641	-0.229	-0.0959453298	0.052441	0.0092055063	0.0219714805	-0.0860624271	0.0074067414	183.3316	13.54	1247.4
	3	12.74	7.1405322793	-1.029	-0.0842297147	1.058841	0.0070946448	0.0866723764	-0.0398213875	0.0015857429	162.3076	12.74	1262.1
	4	13.04	7.1641788555	-0.729	-0.0605831384	0.531441	0.0036703167	0.0441651079	-0.0291218454	0.0008480819	170.0416	13.04	1292.3
	5	12.73	7.2136946677	-1.039	-0.0110673262	1.079521	0.0001224857	0.011498952	0.0337725688	0.0011405864	162.0529	12.73	1357.9
	6	13.4	7.2460116374	-0.369	0.0212496435	0.136161	0.0004515473	-0.0078411184	0.0371744955	0.0013819431	179.56	13.4	1402.5
	7	13.46	7.2746874374	-0.309	0.0499254434	0.095481	0.0024925499	-0.015426962	0.0632608886	0.00400194	181.1716	13.46	1443.3
	8	13.96	7.2894057223	0.191	0.0646437284	0.036481	0.0041788116	0.0123469521	0.0564007833	0.0031810484	194.8816	13.96	1464.7
	9	14.67	7.3259391595	0.901	0.1011771656	0.811801	0.0102368188	0.0911606262	0.0622929063	0.0038804062	215.2089	14.67	1519.2
	10	15.32	7.3394727582	1.551	0.1147107643	2.405601	0.0131585594	0.1779163954	0.0477745976	0.0022824122	234.7024	15.32	1539.9
	SOMA/MEDIA:	13.769	7.2247619939	-0	0	7.33349	0.060587502	0.3164898187	0	0.0469288203	1903.1871
	Sx²	0.733349	Beta2-erro	0.0282826092	VarBeta2	0.000799906
	Sy²	0.0060587502	Beta1-erro	0.3901756977	VarBeta1	0.1522370751
	COV(X,Y)	0.0316489819	Sigma²	0.0058661025	tbeta1	16.9937192931
	B2	0.0431567806	Sigma	0.076590486	tbeta2	1.5259122742
	B1	6.6305362824	r²	0.2254372802	F	2.3284082685
	N	10	r	0.4748023591	Valor de X
	alpha	0.05	Ycalc	6.6305362824
	t-student	2.3060041333	Ftab	5.3176550628
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	0.0011709601	Var	0.0070370627
	SE(Y)	0.0342192949	SE(Y)	0.0838872021	0.19344423482752704
	Lim Inferior	6.551626447	Lim Inferior	6.4370920476
	Lim Superior	6.7094461178	Lim Superior	6.8239805172
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	0.0136586817	1	0.0136586817	2.3284082685
	INDIVIDUAL	0.0469288203	8	0.0058661025
	TOTAL	0.060587502	9
EX10
	Exercício 10
	10	Renda/X	Consumo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	15	6	-4.7	-1	22.09	1	4.7	-0.0547547082	0.0029980781	225
	2	12	5.5	-7.7	-1.5	59.29	2.25	11.55	0.0485933504	0.0023613137	144
	3	20	7	0.3	0	0.09	0	0	-0.0603348059	0.0036402888	400
	4	18	6.5	-1.7	-0.5	2.89	0.25	0.85	-0.1581027668	0.0249964849	324
	5	25	8	5.3	1	28.09	1	5.3	-0.0659149035	0.0043447745	625
	6	32	9.5	12.3	2.5	151.29	6.25	30.75	0.0262729598	0.0006902684	1024
	7	27	8.5	7.3	1.5	53.29	2.25	10.95	0.0318530574	0.0010146173	729
	8	22	7.5	2.3	0.5	5.29	0.25	1.15	0.0374331551	0.0014012411	484
	9	10	5	-9.7	-2	94.09	4	19.4	-0.0491746106	0.0024181423	100
	10	16	6.5	-3.7	-0.5	13.69	0.25	1.85	0.2441292723	0.0595991016	256
	SOMA/MEDIA:	19.7	7	0	0	430.1	17.5	86.5	-0	0.1034643106	4311
	Sx²	43.01	Beta2-erro	0.0054835975	VarBeta2	0.0000300698
	Sy²	1.75	Beta1-erro	0.1138556484	VarBeta1	0.0129631087
	COV(X,Y)	8.65	Sigma²	0.0129330388	tbeta1	26.6830364438
	B2	0.2011160195	Sigma	0.1137235192	tbeta2	36.6759266482
	B1	3.0380144153	r²	0.9940877537	F	1345.1235955056
	N	10	r	0.9970394945	Valor de X
	alpha	0.05	Ycalc	3.0380144153
	t-student	2.3060041333	Ftab	5.3176550628
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	0.0024575774	Var	0.0153906162
	SE(Y)	0.0495739587	SE(Y)	0.1240589223	0.28608038763543958
	Lim Inferior	2.9236966617	Lim Inferior	2.7519340276
	Lim Superior	3.1523321689	Lim Superior	3.3240948029
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	17.3965356894	1	17.3965356894	1345.1235955056
	INDIVIDUAL	0.1034643106	8	0.0129330388
	TOTAL	17.5	9
Ex11
	Exercício 11
	12	Renda/X	Consumo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	2.2	1.1	-15.2083333333	-6.5333333333	231.2934027778	42.6844444444	99.3611111111	-0.2591440798	0.0671556541	4.84
	2	4.2	2.3	-13.2083333333	-5.3333333333	174.4600694444	28.4444444444	70.4444444444	0.1157570595	0.0133996968	17.64
	3	6.7	3.5	-10.7083333333	-4.1333333333	114.6684027778	17.0844444444	44.2611111111	0.2843834835	0.0808739657	44.89
	4	9.5	4.4	-7.9083333333	-3.2333333333	62.5417361111	10.4544444444	25.5702777778	0.0292450785	0.0008552746	90.25
	5	12.4	5.6	-5.0083333333	-2.0333333333	25.0834027778	4.1344444444	10.1836111111	0.0328517304	0.0010792362	153.76
	6	15.5	6.9	-1.9083333333	-0.7333333333	3.6417361111	0.5377777778	1.3994444444	0.0539484963	0.0029104403	240.25
	7	18.5	8.0	1.0916666667	0.3666666667	1.1917361111	0.1344444444	0.4002777778	-0.0836997948	0.0070056557	342.25
	8	22.0	9.4	4.5916666667	1.7666666667	21.0834027778	3.1211111111	8.1119444444	-0.1276228011	0.0162875794	484
	9	25.3	10.7	7.8916666667	3.0666666667	62.2784027778	9.4044444444	24.2011111111	-0.1890359213	0.0357345796	640.09
	10	27.9	11.8	10.4916666667	4.1666666667	110.0750694444	17.3611111111	43.7152777778	-0.1616644403	0.0261353913	778.41
	11	30.9	13.2	13.4916666667	5.5666666667	182.0250694444	30.9877777778	75.1036111111	0.0006872686	0.0000004723	954.81
	12	33.8	14.7	16.3916666667	7.0666666667	268.6867361111	49.9377777778	115.8344444444	0.3042939205	0.0925947901	1142.44
	SOMA/MEDIA:	17.4083333333	7.6333333333	0	0	1257.0291666667	214.2866666667	518.5866666667	-0	0.3440327359	4893.63
	Sx²	104.7524305556	Beta2-erro	0.0052315118	VarBeta2	0.0000273687
	Sy²	17.8572222222	Beta1-erro	0.1056457788
VarBeta1	0.0111610306
	COV(X,Y)	43.2155555556	Sigma²	0.0344032736	tbeta1	4.2740499234
	B2	0.4125494304	Sigma	0.1854811947	tbeta2	78.8585495031
	B1	0.451535333	r²	0.998394521	F	6218.6708297314
	N	12	r	0.9991969381	Valor de X
	alpha	0.05	Ycalc	0.451535333
	t-student	2.2281388424	Ftab	4.9646027011
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	0.0055708347	Var	0.0399741083
	SE(Y)	0.0746380242	SE(Y)	0.1999352602	0.44548351912168471
	Lim Inferior	0.2852314521	Lim Inferior	0.0060518139
	Lim Superior	0.6178392139	Lim Superior	0.8970188521
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	213.9426339308	1	213.9426339308	6218.6708297314
	INDIVIDUAL	0.3440327359	10	0.0344032736
	TOTAL	214.2866666667	11
Ex12
	Exercício 12
	8	Renda/X	Consumo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	1.0	86.9	-3.5	16.73125	12.25	279.9347265625	-58.559375	18.3641666667	337.2426173611	1
	2	2.0	74.2	-2.5	4.03125	6.25	16.2509765625	-10.078125	5.1976190476	27.0152437642	4
	3	3.0	67.6	-1.5	-2.63875	2.25	6.9630015625	3.958125	-1.9389285714	3.7594440051	9
	4	4.0	33.7	-0.5	-36.50875	0.25	1332.8888265625	18.254375	-36.2754761905	1315.9101728458	16
	5	5.0	88.7	0.5	18.52125	0.25	343.0367015625	9.260625	18.2879761905	334.4500731434	25
	6	6.0	48.7	1.5	-21.47875	2.25	461.3367015625	-32.218125	-22.1785714286	491.8890306122	36
	7	7.0	55.9	2.5	-14.27875	6.25	203.8827015625	-35.696875	-15.4451190476	238.5517023951	49
	8	8.0	105.8	3.5	35.62125	12.25	1268.8734515625	124.674375	33.9883333333	1155.2068027778	64
	SOMA/MEDIA:	4.5	70.19875	0	0	42	3913.1670875	19.595	0	3904.0250869048	204
	Sx²	5.25	Beta2-erro	3.9360085167	VarBeta2	15.4921630433
	Sy²	489.1458859375	Beta1-erro	19.8758687258	VarBeta1	395.0501576035
	COV(X,Y)	2.449375	Sigma²	650.6708478175	tbeta1	3.4262293968
	B2	0.466547619	Sigma	25.5082505832	tbeta2	0.1185331833
	B1	68.0992857143	r²	0.0023362152	F	0.0140501155
	N	8	r	0.0483344105	Valor de X	10
	alpha	0.1	Ycalc	72.7647619048
	t-student	1.9431802743	Ftab	3.7759495784
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	161.5513649115	Var	812.222212729
	SE(Y)	12.7102857919	SE(Y)	28.4995124998	55.379690516642569
	Lim Inferior	48.0663852733	Lim Inferior	17.3850713881
	Lim Superior	97.4631385362	Lim Superior	128.1444524214
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	9.1420005952	1	9.1420005952	0.0140501155
	INDIVIDUAL	3904.0250869048	6	650.6708478175
	TOTAL	3913.1670875	7
Ex13
	Exercício 13
	8	Mes/X	Saldo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	1.0	659.0	-3.5	-420	12.25	176400	1470	-82.4166666667	6792.5069444445	1
	2	2.0	768.0	-2.5	-311	6.25	96721	777.5	-69.869047619	4881.6838151928	4
	3	3.0	601.0	-1.5	-478	2.25	228484	717	-333.3214285714	111103.174744898	9
	4	4.0	1,246.0	-0.5	167	0.25	27889	-83.5	215.2261904762	46322.3130668934	16
	5	5.0	1,727.0	0.5	648	0.25	419904	324	599.7738095238	359728.6225907028	25
	6	6.0	1,173.0	1.5	94	2.25	8836	141	-50.6785714286	2568.3176020408	36
	7	7.0	1,424.0	2.5	345	6.25	119025	862.5	103.869047619	10788.779053288	49
	8	8.0	1,034.0	3.5	-45	12.25	2025	-157.5	-382.5833333333	146370.0069444445	64
	SOMA/MEDIA:	4.5	1079	0	0	42	1079284	4051	0	688555.4047619046	204
	Sx²	5.25	Beta2-erro	52.2720070144	VarBeta2	2732.3627173091
	Sy²	134910.5	Beta1-erro	263.9606964898	VarBeta1	69675.2492913832
	COV(X,Y)	506.375	Sigma²	114759.2341269841	tbeta1	2.4434103042
	B2	96.4523809524	Sigma	338.7613232454	tbeta2	1.8452014082
	B1	644.9642857143	r²	0.362025746	F	3.4047682368
	N	8	r	0.6016857535	Valor de X	12
	alpha	0.08	Ycalc	1802.3928571429
	t-student	2.1043061207	Ftab	4.4281042496
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	43119.0945874183	Var	157878.3287144024
	SE(Y)	207.6513775235	SE(Y)	397.3390601418	836.12301624425345
	Lim Inferior	1365.4307924511	Lim Inferior	966.2698408986
	Lim Superior	2239.3549218346	Lim Superior	2638.5158733871
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	390728.5952380952	1	390728.5952380952	3.4047682368
	INDIVIDUAL	688555.4047619046	6	114759.2341269841
	TOTAL	1079284	7
Ex14
	Exercício 14
	5	Idade/X	Custo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	6.0	9.7	-18	-8.62	324	74.3044	155.16	-1.2	1.44	36
	2	15.0	16.5	-9	-1.82	81	3.3124	16.38	1.89	3.5721	225
	3	24.0	19.3	0	0.98	0	0.9604	0	0.98	0.9604	576
	4	33.0	19.2	9	0.88	81	0.7744	7.92	-2.83	8.0089	1089
	5	42.0	26.9	18	8.58	324	73.6164	154.44	1.16	1.3456	1764
	SOMA/MEDIA:	24	18.32	0	0	810	152.968	333.9	-0	15.327	3690
	Sx²	162	Beta2-erro	0.0794191879	VarBeta2	0.0063074074
	Sy²	30.5936	Beta1-erro	2.1575140015	VarBeta1	4.6548666667
	COV(X,Y)	66.78	Sigma²	5.109	tbeta1	3.9057297708
	B2	0.4122222222	Sigma	2.2603097133	tbeta2	5.1904613117
	B1	8.4266666667	r²	0.8998025731	F	26.9408886279
	N	5	r	0.9485792392	Valor de X	42
	alpha	0.08	Ycalc	25.74
	t-student	2.6054268229	Ftab	6.7882489297
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	0.959495122	Var	6.068495122
	SE(Y)	0.9795382187	SE(Y)	2.4634315744	6.4182907005352376
	Lim Inferior	23.1878848508	Lim Inferior	19.3217092995
	Lim Superior	28.2921151492	Lim Superior	32.1582907005
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	137.641	1	137.641	26.9408886279
	INDIVIDUAL	15.327	3	5.109
	TOTAL	152.968	4
Ex15
	Exercício 15
	8	Idade/X	Custo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	50.0	36.0	-185.625	-22	34456.640625	484	4083.75	-0.0895002831	0.0080103007	2500
	2	240.0	48.0	4.375	-10	19.140625	100	-43.75	-10.5164090842	110.594860027	57600
	3	150.0	50.0	-85.625	-8	7331.640625	64	685	2.1068635058	4.438873832	22500
	4	350.0	70.0	114.375	12	13081.640625	144	1372.5	-1.5004089165	2.2512269166	122500
	5	100.0	42.0	-135.625	-16	18394.140625	256	2170	0.0086816113	0.0000753704	10000
	6	175.0	58.0	-60.625	0.0	3675.390625	0	0	7.155954453	51.2076841333	30625
	7	485.0	91.0	249.375	33	62187.890625	1089	8229.375	3.5646821985	12.7069591763	235225
	8	335.0	69.0	99.375	11	9875.390625	121	1093.125	-0.7298634848	0.5327007065	112225
	SOMA/MEDIA:	235.625	58	0	0	149021.875	2258	17590	-0	181.7403904628	593175
	Sx²	18627.734375	Beta2-erro	0.0142568996	VarBeta2	0.0002032592
	Sy²	282.25	Beta1-erro	3.8821428994	VarBeta1	15.071033491
	COV(X,Y)	2198.75	Sigma²	30.2900650771	tbeta1	7.7760358029
	B2	0.1180363621	Sigma	5.5036410745	tbeta2	8.2792448112
	B1	30.1876821775	r²	0.9195126703	F	68.545894644
	N	8	r	0.9589122328	Valor de X	250
	alpha	0.05	Ycalc	59.6967727053
	t-student	2.4469118464	Ftab	5.9873775842
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	3.0395584662	Var	33.3296235433
	SE(Y)	1.7434329543	SE(Y)	5.7731814057	14.126465973259
	Lim Inferior	55.430745956	Lim Inferior	45.5703067321
	Lim Superior	63.9627994547	Lim Superior	73.8232386786
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	2076.2596095372	1	2076.2596095372	68.545894644
	INDIVIDUAL	181.7403904628	6	30.2900650771
	TOTAL	2258	7
Ex16
	Exercício 16
	15	Idade/X	Custo/Y	xi=Xi-Xm	yi=Yi-Ym	xi²	yi²	xi*yi	ei	ei²	Xi²
	1	24.0	962.0	0.7333333333	0	0.5377777778	0	0	-15.9928109779	255.7700029747	576
	2	30.0	1,181.0	6.7333333333	219	45.3377777778	47961	1474.6	72.1569173848	5206.6207264752	900
	3	9.0	578.0	-14.2666666667	-384	203.5377777778	147456	5478.4	-72.8671318846	5309.6189090878	81
	4	48.0	1,429.0	24.7333333333	467	611.7377777778	218089	11550.4666666667	-72.3938975272	5240.8763991735	2304
	5	38.0	1,324.0	14.7333333333	362	217.0711111111	131044	5333.4666666667	40.689888535	1655.6670289933	1444
	6	15.0	752.0	-8.2666666667	-210	68.3377777778	44100	1736	-29.7174035219	883.1240720845	225
	7	5.0	542.0	-18.2666666667	-420	333.6711111111	176400	7672	-21.6336174597	468.0134043936	25
	8	38.0	1,355.0
14.7333333333	393	217.0711111111	154449	5790.2	71.689888535	5139.4401181653	1444
	9	15.0	788.0	-8.2666666667	-174	68.3377777778	30276	1438.4	6.2825964781	39.4710185064	225
	10	24.0	998.0	0.7333333333	36	0.5377777778	1296	26.4	20.0071890221	400.2876125663	576
	11	49.0	1,462.0	25.7333333333	500	662.2044444444	250000	12866.6666666667	-61.2022761334	3745.7186039069	2401
	12	10.0	650.0	-13.2666666667	-312	176.0044444444	97344	4139.2	-22.6755104908	514.1787760193	100
	13	17.0	862.0	-6.2666666667	-100	39.2711111111	10000	626.6666666667	36.6658392656	1344.3837690539	289
	14	11.0	719.0	-12.2666666667	-243.0	150.4711111111	59049	2980.8	24.516110903	601.0396938062	121
	15	16.0	828.0	-7.2666666667	-134	52.8044444444	17956	973.7333333333	24.4742178719	598.9873404394	256
	SOMA/MEDIA:	23.2666666667	962	0	0	2846.9333333333	1385420	62087	-0	31403.1974756463	10967
	Sx²	189.7955555556	Beta2-erro	0.9211420543	VarBeta2	0.8485026842
	Sy²	92361.3333333333	Beta1-erro	24.9071996787	VarBeta1	620.3685958358
	COV(X,Y)	4139.1333333333	Sigma²	2415.6305750497	tbeta1	18.2514184771
	B2	21.8083786062	Sigma	49.1490648441	tbeta2	23.6753696181
	B1	454.5917244286	r²	0.9773330849	F	560.5231265532
	N	15	r	0.9886015805	Valor de X	55
	alpha	0.05	Ycalc	1654.0525477707
	t-student	2.1603686522	Ftab	4.6671927136
	Previsão/Intervalor de Confiança
	Previsão Média	Previsão Pontual
	Var	463.3694517068	Var	2879.0000267565
	SE(Y)	21.5260180179	SE(Y)	53.6563139505	115.91741865390314
	Lim Inferior	1607.5484132371	Lim Inferior	1538.1351291168
	Lim Superior	1700.5566823043	Lim Superior	1769.9699664246
	ANOVA
	FONTE DE VARIAÇÃO	SOMA DOS QUADRADOS	GRAUS DE LIBERDADE	QUADRADO MEDIO	FUNÇÃO F
	EXPLICADA	1354016.802524354	1	1354016.802524354	560.5231265532
	INDIVIDUAL	31403.1974756463	13	2415.6305750497
	TOTAL	1385420	14

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