Tabel As
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UNIVERSIDADE DO VALE DO RIO DOS SINOS Unidade Acadêmica de Pesquisa e Pós-Graduação PPG em Engenharia de Produção e Sistemas Fundamentos de Estatística – Tabelas Valores da distribuição Normal padrão 0 1 2 3 4 5 6 7 8 9 -3 0,0013 0,0010 0,0007 0,0005 0,0003 0,0002 0,0002 0,0001 0,0001 0,0000 - 2,9 0,0019 0,0018 0,0017 0,0017 0,0016 0,0016 0,0015 0,0015 0,0014 0,0014 - 2,8 0,0026 0,0025 0,0024 0,0023 0,0023 0,0022 0,0021 0,0021 0,0020 0,0019 - 2,7 0,0035 0,0034 0,0033 0,0032 0,0031 0,0030 0,0029 0,0028 0,0027 0,0026 - 2,6 0,0047 0,0045 0,0044 0,0043 0,0041 0,0040 0,0039 0,0038 0,0037 0,0036 - 2,5 0,0062 0,0060 0,0059 0,0057 0,0055 0,0054 0,0052 0,0051 0,0049 0,0048 - 2,4 0,0082 0,0080 0,0078 0,0075 0,0073 0,0071 0,0069 0,0068 0,0066 0,0064 - 2,3 0,0107 0,0104 0,0102 0,0099 0,0096 0,0094 0,0091 0,0089 0,0087 0,0084 - 2,2 0,0139 0,0136 0,0132 0,0129 0,0126 0,0122 0,0119 0,0116 0,0113 0,0110 - 2,1 0,0179 0,0174 0,0170 0,0166 0,0162 0,0158 0,0154 0,0150 0,0146 0,0143 - 2,0 0,0228 0,0222 0,0217 0,0212 0,0207 0,0202 0,0197 0,0192 0,0188 0,0183 - 1,9 0,0287 0,0281 0,0274 0,0268 0,0262 0,0256 0,0250 0,0244 0,0238 0,0233 - 1,8 0,0359 0,0352 0,0344 0,0336 0,0329 0,0322 0,0314 0,0307 0,0300 0,0294 - 1,7 0,0446 0,0436 0,0427 0,0418 0,0409 0,0401 0,0392 0,0384 0,0375 0,0367 - 1,6 0,0548 0,0537 0,0526 0,0516 0,0505 0,0495 0,0485 0,0475 0,0465 0,0455 - 1,5 0,0668 0,0655 0,0643 0,0630 0,0618 0,0606 0,0594 0,0582 0,0570 0,0559 - 1,4 0,0808 0,0793 0,0778 0,0764 0,0749 0,0735 0,0722 0,0708 0,0694 0,0681 - 1,3 0,0968 0,0951 0,0934 0,0918 0,0901 0,0885 0,0869 0,0853 0,0838 0,0823 - 1,2 0,1151 0,1131 0,1112 0,1093 0,1075 0,1056 0,1038 0,1020 0,1003 0,0985 - 1,1 0,1357 0,1335 0,1314 0,1292 0,1271 0,1251 0,1230 0,1210 0,1190 0,1170 - 1,0 0,1587 0,1562 0,1539 0,1515 0,1492 0,1469 0,1446 0,1423 0,1401 0,1379 - 0,9 0,1841 0,1814 0,1788 0,1762 0,1736 0,1711 0,1685 0,1660 0,1635 0,1611 - 0,8 0,2119 0,2090 0,2061 0,2033 0,2005 0,1977 0,1949 0,1922 0,1894 01867 - 0,7 0,2420 0,2389 0,2358 0,2327 0,2297 0,2266 0,2236 0,2206 0,2177 0,2148 - 0,6 0,2743 0,2709 0,2676 0,2643 0,2611 0,2578 0,2546 0,2514 0,2483 0,2451 - 0,5 0,3085 0,3050 0,3015 0,2981 0,2946 0,2912 0,2877 0,2843 0,2810 0,2776 - 0,4 0,3446 0,3409 0,3372 0,3336 0,3300 0,3264 0,3228 0,3192 0,3156 0,3121 - 0,3 0,3821 0,3783 0,3745 0,3707 0,3669 0,3632 0,3594 0,3557 0,3520 0,3483 Página 1 de 5
description
Tabelas CEP
Transcript of Tabel As
So Leopoldo, 19 de Abril de 2000
UNIVERSIDADE DO VALE DO RIO DOS SINOS
Unidade Acadmica de Pesquisa e Ps-Graduao
PPG em Engenharia de Produo e Sistemas
Fundamentos de Estatstica Tabelas
Valores da distribuio Normal padro0123456789
-30,00130,00100,00070,00050,00030,00020,00020,00010,00010,0000
-2,90,00190,00180,00170,00170,00160,00160,00150,00150,00140,0014
-2,80,00260,00250,00240,00230,00230,00220,00210,00210,00200,0019
-2,70,00350,00340,00330,00320,00310,00300,00290,00280,00270,0026
-2,60,00470,00450,00440,00430,00410,00400,00390,00380,00370,0036
-2,50,00620,00600,00590,00570,00550,00540,00520,00510,00490,0048
-2,40,00820,00800,00780,00750,00730,00710,00690,00680,00660,0064
-2,30,01070,01040,01020,00990,00960,00940,00910,00890,00870,0084
-2,20,01390,01360,01320,01290,01260,01220,01190,01160,01130,0110
-2,10,01790,01740,01700,01660,01620,01580,01540,01500,01460,0143
-2,00,02280,02220,02170,02120,02070,02020,01970,01920,01880,0183
-1,90,02870,02810,02740,02680,02620,02560,02500,02440,02380,0233
-1,80,03590,03520,03440,03360,03290,03220,03140,03070,03000,0294
-1,70,04460,04360,04270,04180,04090,04010,03920,03840,03750,0367
-1,60,05480,05370,05260,05160,05050,04950,04850,04750,04650,0455
-1,50,06680,06550,06430,06300,06180,06060,05940,05820,05700,0559
-1,40,08080,07930,07780,07640,07490,07350,07220,07080,06940,0681
-1,30,09680,09510,09340,09180,09010,08850,08690,08530,08380,0823
-1,20,11510,11310,11120,10930,10750,10560,10380,10200,10030,0985
-1,10,13570,13350,13140,12920,12710,12510,12300,12100,11900,1170
-1,00,15870,15620,15390,15150,14920,14690,14460,14230,14010,1379
-0,90,18410,18140,17880,17620,17360,17110,16850,16600,16350,1611
-0,80,21190,20900,20610,20330,20050,19770,19490,19220,189401867
-0,70,24200,23890,23580,23270,22970,22660,22360,22060,21770,2148
-0,60,27430,27090,26760,26430,26110,25780,25460,25140,24830,2451
-0,50,30850,30500,30150,29810,29460,29120,28770,28430,28100,2776
-0,40,34460,34090,33720,33360,33000,32640,32280,31920,31560,3121
-0,30,38210,37830,37450,37070,36690,36320,35940,35570,35200,3483
-0,20,42070,41680,41290,40900,40520,40130,39740,39360,38970,3859
-0,10,46020,45620,45220,44830,44430,44040,43640,43250,42860,4247
-0,00,50000,49600,49200,48800,48400,48010,47610,47210,46810,4641
0,00,50000,50400,50800,51200,51600,51990,52390,52790,53190,5359
0,10,53980,54380,54780,55170,55570,55960,56360,56750,57140,5753
0,20,57930,58320,58710,59100,59480,59870,60260,60640,61030,6141
0,30,61790,62170,62550,62930,63310,63680,64060,64430,64800,6517
0,40,65540,65910,66280,66640,67000,67360,67720,68080,68440,6879
0,50,69150,69500,69850,70190,70540,70880,71230,71570,71900,7224
0,60,72570,72910,73240,73570,73890,74220,74540,74860,75170,7549
0,70,75800,76110,76420,76730,77030,77340,77640,77940,78230,7852
0,80,78810,79100,79390,79670,79950,80230,80510,80780,81060,8133
0,90,81590,81860,82120,82380,82640,82890,83150,83400,83650,8389
1,00,84130,84380,84610,84850,85080,85310,85540,85770,85990,8621
1,10,86430,86650,86860,87080,87290,87490,87700,87900,88100,8830
1,20,88490,88690,88880,89070,89250,89440,89620,89800,89970,9015
1,30,90320,90490,90660,90820,90990,91150,91310,91470,91620,9177
1,40,91920,92070,92220,92360,92510,92650,92780,92920,93060,9319
1,50,93320,93450,93570,93700,93820,93940,94060,94180,94300,9441
1,60,94520,94630,94740,94840,94950,95050,95150,95250,95350,9545
1,70,95540,95640,95730,95820,95910,95990,96080,96160,96250,9633
1,80,96410,96480,96560,96640,96710,96780,96860,96930,97000,9706
1,90,97130,97190,97260,97320,97380,97440,97500,97560,97620,9767
2,00,97720,97780,97830,97880,97930,97980,98030,98080,98120,9817
2,10,98210,98260,98300,98340,98380,98420,98460,98500,98540,9857
2,20,98610,98640,98680,98710,98740,98780,98810,98840,98870,9890
2,30,98930,98960,98980,99010,99040,99060,99090,99110,99130,9916
2,40,99180,99200,99220,99250,99270,99290,99310,99320,99340,9936
2,50,99380,99400,99410,99430,99450,99460,99480,99490,99510,9952
2,60,99530,99550,99560,99570,99590,99600,99610,99620,99630,9964
2,70,99650,99660,99670,99680,99690,99700,99710,99720,99730,9974
2,80,99740,99750,99760,99770,99770,99780,99790,99790,99800,9981
2,90,99810,99820,99820,99830,99840,99840,99850,99850,99860,9986
30,99870,99900,99930,99950,99970,99980,99980,99990,99991,000
P(|t de Student| ( valor tabelado) = ( ( Valores bilaterais
G. L. 0.50000.20000.10000.05000.04000.02000.01000.00500.0010
11.0003.0786.31412.70615.89431.82163.656127.321636.578
20.8161.8862.9204.3034.8496.9659.92514.08931.600
30.7651.6382.3533.1823.4824.5415.8417.45312.924
40.7411.5332.1322.7762.9993.7474.6045.5988.610
50.7271.4762.0152.5712.7573.3654.0324.7736.869
60.7181.4401.9432.4472.6123.1433.7074.3175.959
70.7111.4151.8952.3652.5172.9983.4994.0295.408
80.7061.3971.8602.3062.4492.8963.3553.8335.041
90.7031.3831.8332.2622.3982.8213.2503.6904.781
100.7001.3721.8122.2282.3592.7643.1693.5814.587
110.6971.3631.7962.2012.3282.7183.1063.4974.437
120.6951.3561.7822.1792.3032.6813.0553.4284.318
130.6941.3501.7712.1602.2822.6503.0123.3724.221
140.6921.3451.7612.1452.2642.6242.9773.3264.140
150.6911.3411.7532.1312.2492.6022.9473.2864.073
160.6901.3371.7462.1202.2352.5832.9213.2524.015
170.6891.3331.7402.1102.2242.5672.8983.2223.965
180.6881.3301.7342.1012.2142.5522.8783.1973.922
190.6881.3281.7292.0932.2052.5392.8613.1743.883
200.6871.3251.7252.0862.1972.5282.8453.1533.850
210.6861.3231.7212.0802.1892.5182.8313.1353.819
220.6861.3211.7172.0742.1832.5082.8193.1193.792
230.6851.3191.7142.0692.1772.5002.8073.1043.768
240.6851.3181.7112.0642.1722.4922.7973.0913.745
250.6841.3161.7082.0602.1672.4852.7873.0783.725
260.6841.3151.7062.0562.1622.4792.7793.0673.707
270.6841.3141.7032.0522.1582.4732.7713.0573.689
280.6831.3131.7012.0482.1542.4672.7633.0473.674
290.6831.3111.6992.0452.1502.4622.7563.0383.660
300.6831.3101.6972.0422.1472.4572.7503.0303.646
310.6821.3091.6962.0402.1442.4532.7443.0223.633
320.6821.3091.6942.0372.1412.4492.7383.0153.622
330.6821.3081.6922.0352.1382.4452.7333.0083.611
340.6821.3071.6912.0322.1362.4412.7283.0023.601
350.6821.3061.6902.0302.1332.4382.7242.9963.591
360.6811.3061.6882.0282.1312.4342.7192.9903.582
370.6811.3051.6872.0262.1292.4312.7152.9853.574
380.6811.3041.6862.0242.1272.4292.7122.9803.566
390.6811.3041.6852.0232.1252.4262.7082.9763.558
400.6811.3031.6842.0212.1232.4232.7042.9713.551
410.6811.3031.6832.0202.1212.4212.7012.9673.544
420.6801.3021.6822.0182.1202.4182.6982.9633.538
430.6801.3021.6812.0172.1182.4162.6952.9593.532
440.6801.3011.6802.0152.1162.4142.6922.9563.526
450.6801.3011.6792.0142.1152.4122.6902.9523.520
460.6801.3001.6792.0132.1142.4102.6872.9493.515
470.6801.3001.6782.0122.1122.4082.6852.9463.510
480.6801.2991.6772.0112.1112.4072.6822.9433.505
490.6801.2991.6772.0102.1102.4052.6802.9403.500
500.6791.2991.6762.0092.1092.4032.6782.9373.496
600.6791.2961.6712.0002.0992.3902.6602.9153.460
700.6781.2941.6671.9942.0932.3812.6482.8993.435
800.6781.2921.6641.9902.0882.3742.6392.8873.416
900.6771.2911.6621.9872.0842.3682.6322.8783.402
1000.6771.2901.6601.9842.0812.3642.6262.8713.390
1100.6771.2891.6591.9822.0782.3612.6212.8653.381
1200.6771.2891.6581.9802.0762.3582.6172.8603.373
(0.6741.2821.6451.9602.0542.3262.5762.8073.290
0,25000,10000,05000,02500,02000,01000,00500,00250,0005
P(t de Student ( valor tabelado) = ( ( Valores unilaterais
Valores crticos (unilaterais esquerda) da distribuio Qui-Quadrado
P((2 com n graus de liberdade ( valor tabelado) = (n0,9950,990,9750,950,90,10,050,0250,010,005
10,0000,0000,0010,0040,0162,7063,8415,0246,6357,879
20,0100,0200,0510,1030,2114,6055,9917,3789,21010,597
30,0720,1150,2160,3520,5846,2517,8159,34811,34512,838
40,2070,2970,4840,7111,0647,7799,48811,14313,27714,860
50,4120,5540,8311,1451,6109,23611,07012,83215,08616,750
60,6760,8721,2371,6352,20410,64512,59214,44916,81218,548
70,9891,2391,6902,1672,83312,01714,06716,01318,47520,278
81,3441,6472,1802,7333,49013,36215,50717,53520,09021,955
91,7352,0882,7003,3254,16814,68416,91919,02321,66623,589
102,1562,5583,2473,9404,86515,98718,30720,48323,20925,188
112,6033,0533,8164,5755,57817,27519,67521,92024,72526,757
123,0743,5714,4045,2266,30418,54921,02623,33726,21728,300
133,5654,1075,0095,8927,04119,81222,36224,73627,68829,819
144,0754,6605,6296,5717,79021,06423,68526,11929,14131,319
154,6015,2296,2627,2618,54722,30724,99627,48830,57832,801
165,1425,8126,9087,9629,31223,54226,29628,84532,00034,267
175,6976,4087,5648,67210,08524,76927,58730,19133,40935,718
186,2657,0158,2319,39010,86525,98928,86931,52634,80537,156
196,8447,6338,90710,11711,65127,20430,14432,85236,19138,582
207,4348,2609,59110,85112,44328,41231,41034,17037,56639,997
218,0348,89710,28311,59113,24029,61532,67135,47938,93241,401
228,6439,54210,98212,33814,04130,81333,92436,78140,28942,796
239,26010,19611,68913,09114,84832,00735,17238,07641,63844,181
249,88610,85612,40113,84815,65933,19636,41539,36442,98045,558
2510,52011,52413,12014,61116,47334,38237,65240,64644,31446,928
2611,16012,19813,84415,37917,29235,56338,88541,92345,64248,290
2711,80812,87814,57316,15118,11436,74140,11343,19546,96349,645
2812,46113,56515,30816,92818,93937,91641,33744,46148,27850,994
2913,12114,25616,04717,70819,76839,08742,55745,72249,58852,335
3013,78714,95316,79118,49320,59940,25643,77346,97950,89253,672
3114,45815,65517,53919,28121,43441,42244,98548,23252,19155,002
3215,13416,36218,29120,07222,27142,58546,19449,48053,48656,328
3315,81517,07319,04720,86723,11043,74547,40050,72554,77557,648
3416,50117,78919,80621,66423,95244,90348,60251,96656,06158,964
3517,19218,50920,56922,46524,79746,05949,80253,20357,34260,275
3617,88719,23321,33623,26925,64347,21250,99854,43758,61961,581
3718,58619,96022,10624,07526,49248,36352,19255,66859,89362,883
3819,28920,69122,87824,88427,34349,51353,38456,89561,16264,181
3919,99621,42623,65425,69528,19650,66054,57258,12062,42865,475
4020,70722,16424,43326,50929,05151,80555,75859,34263,69166,766
4121,42122,90625,21527,32629,90752,94956,94260,56164,95068,053
4222,13823,65025,99928,14430,76554,09058,12461,77766,20669,336
4322,86024,39826,78528,96531,62555,23059,30462,99067,45970,616
4423,58425,14827,57529,78732,48756,36960,48164,20168,71071,892
4524,31125,90128,36630,61233,35057,50561,65665,41069,95773,166
4625,04126,65729,16031,43934,21558,64162,83066,61671,20174,437
4725,77527,41629,95632,26835,08159,77464,00167,82172,44375,704
4826,51128,17730,75433,09835,94960,90765,17169,02373,68376,969
4927,24928,94131,55533,93036,81862,03866,33970,22274,91978,231
5027,99129,70732,35734,76437,68963,16767,50571,42076,15479,490
Para graus de liberdade que no esto na tabela, isto acima de 50, use a aproximao: , onde zp o valor correspondente na normal padro.Pgina 3 de 3
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