tablas de probabilidades · 2009. 2. 5. · tablas de probabilidades 3 tabla 1b. probabilidades...

41
Tablas de Probabilidades Ernesto Barrios Zamudio Jos´ e ´ Angel Garc´ ıa P´ erez Febrero 2009 Versi´on0.90 ´ Indice 1. Distribuci´on Binomial ....................................... 2 2. Distribuci´on Poisson ........................................ 8 3. Distribuci´on Normal Est´ andar .................................. 9 4. Distribuci´on Gamma ....................................... 11 5.Distribuci´on t de Student ..................................... 12 6.Distribuci´on χ 2 Ji-Cuadrada ................................... 13 7.Distribuci´on F ........................................... 14 8. Distribuci´on del estad´ ıstico d de Durbin-Watson ....................... 20 9. Distribuci´on del estad´ ıstico U de Corridas (Wald-Wolfowitz) ............... 29 10.Distribuci´ondelestad´ ıstico ρ s de Spearman ......................... 33 11.Distribuci´ondelestad´ ıstico U de Mann-Whitney ...................... 34 12.Distribuci´ondelestad´ ıstico D de Kolmogorov-Smirnov ................... 39 13.1050 N´ umeros Seudoaleatorios ................................. 40 Notas El c´alculo de las probabilidades y las gr´aficas fueron generadas utilizando el lenguaje estad´ ıstico R. El documento fue preparado con L A T E X y el uso del paquete-R xtable. Copia electr´onica de este documento lo encuentra en: http://allman.rhon.itam.mx/ebarrios/TablasProbabilidad.pdf 1

Upload: others

Post on 05-Feb-2021

21 views

Category:

Documents


1 download

TRANSCRIPT

  • Tablas de Probabilidades

    Ernesto Barrios Zamudio

    José Ángel Garćıa Pérez

    Febrero 2009Versión 0.90

    Índice

    1. Distribución Binomial . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2

    2. Distribución Poisson . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8

    3. Distribución Normal Estándar . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9

    4. Distribución Gamma . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11

    5. Distribución t de Student . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12

    6. Distribución χ2 Ji-Cuadrada . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13

    7. Distribución F . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14

    8. Distribución del estad́ıstico d de Durbin-Watson . . . . . . . . . . . . . . . . . . . . . . . 20

    9. Distribución del estad́ıstico U de Corridas (Wald-Wolfowitz) . . . . . . . . . . . . . . . 29

    10.Distribución del estad́ıstico ρs de Spearman . . . . . . . . . . . . . . . . . . . . . . . . . 33

    11.Distribución del estad́ıstico U de Mann-Whitney . . . . . . . . . . . . . . . . . . . . . . 34

    12.Distribución del estad́ıstico D de Kolmogorov-Smirnov . . . . . . . . . . . . . . . . . . . 39

    13.1050 Números Seudoaleatorios . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40

    Notas

    El cálculo de las probabilidades y las gráficas fueron generadas utilizando el lenguaje estad́ıstico R. Eldocumento fue preparado con LATEX y el uso del paquete-R xtable.

    Copia electrónica de este documento lo encuentra en:http://allman.rhon.itam.mx/∼ebarrios/TablasProbabilidad.pdf

    1

    http://allman.rhon.itam.mx/~ebarrios/TablasProbabilidad.pdf�

  • Tablas de Probabilidades 2

    1. Distribución Binomial

    X ∼ Binom(n, ϕ)

    p = P (X ≤ x) =x∑

    k=0

    (n

    k

    )ϕk(1− ϕ)n−k = 1− α

    0 x n

    p α

    Tabla 1A. Probabilidades acumuladas p de la distribución binomial (n = 5, 6, 7, 8, 9).

    ϕx 0.01 0.05 0.1 0.2 0.25 0.3 0.4 0.5 0.6 0.7 0.75 0.8 0.9 0.95 0.99

    n = 5 0 0.951 0.774 0.590 0.328 0.237 0.168 0.078 0.031 0.010 0.002 0.001 0.000 0.000 0.000 0.0001 0.999 0.977 0.919 0.737 0.633 0.528 0.337 0.188 0.087 0.031 0.016 0.007 0.000 0.000 0.0002 1.000 0.999 0.991 0.942 0.896 0.837 0.683 0.500 0.317 0.163 0.104 0.058 0.009 0.001 0.0003 1.000 1.000 1.000 0.993 0.984 0.969 0.913 0.813 0.663 0.472 0.367 0.263 0.081 0.023 0.0014 1.000 1.000 1.000 1.000 0.999 0.998 0.990 0.969 0.922 0.832 0.763 0.672 0.410 0.226 0.0495 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 6 0 0.941 0.735 0.531 0.262 0.178 0.118 0.047 0.016 0.004 0.001 0.000 0.000 0.000 0.000 0.0001 0.999 0.967 0.886 0.655 0.534 0.420 0.233 0.109 0.041 0.011 0.005 0.002 0.000 0.000 0.0002 1.000 0.998 0.984 0.901 0.831 0.744 0.544 0.344 0.179 0.070 0.038 0.017 0.001 0.000 0.0003 1.000 1.000 0.999 0.983 0.962 0.930 0.821 0.656 0.456 0.256 0.169 0.099 0.016 0.002 0.0004 1.000 1.000 1.000 0.998 0.995 0.989 0.959 0.891 0.767 0.580 0.466 0.345 0.114 0.033 0.0015 1.000 1.000 1.000 1.000 1.000 0.999 0.996 0.984 0.953 0.882 0.822 0.738 0.469 0.265 0.0596 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 7 0 0.932 0.698 0.478 0.210 0.133 0.082 0.028 0.008 0.002 0.000 0.000 0.000 0.000 0.000 0.0001 0.998 0.956 0.850 0.577 0.445 0.329 0.159 0.063 0.019 0.004 0.001 0.000 0.000 0.000 0.0002 1.000 0.996 0.974 0.852 0.756 0.647 0.420 0.227 0.096 0.029 0.013 0.005 0.000 0.000 0.0003 1.000 1.000 0.997 0.967 0.929 0.874 0.710 0.500 0.290 0.126 0.071 0.033 0.003 0.000 0.0004 1.000 1.000 1.000 0.995 0.987 0.971 0.904 0.773 0.580 0.353 0.244 0.148 0.026 0.004 0.0005 1.000 1.000 1.000 1.000 0.999 0.996 0.981 0.938 0.841 0.671 0.555 0.423 0.150 0.044 0.0026 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.992 0.972 0.918 0.867 0.790 0.522 0.302 0.0687 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 8 0 0.923 0.663 0.430 0.168 0.100 0.058 0.017 0.004 0.001 0.000 0.000 0.000 0.000 0.000 0.0001 0.997 0.943 0.813 0.503 0.367 0.255 0.106 0.035 0.009 0.001 0.000 0.000 0.000 0.000 0.0002 1.000 0.994 0.962 0.797 0.679 0.552 0.315 0.145 0.050 0.011 0.004 0.001 0.000 0.000 0.0003 1.000 1.000 0.995 0.944 0.886 0.806 0.594 0.363 0.174 0.058 0.027 0.010 0.000 0.000 0.0004 1.000 1.000 1.000 0.990 0.973 0.942 0.826 0.637 0.406 0.194 0.114 0.056 0.005 0.000 0.0005 1.000 1.000 1.000 0.999 0.996 0.989 0.950 0.855 0.685 0.448 0.321 0.203 0.038 0.006 0.0006 1.000 1.000 1.000 1.000 1.000 0.999 0.991 0.965 0.894 0.745 0.633 0.497 0.187 0.057 0.0037 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.996 0.983 0.942 0.900 0.832 0.570 0.337 0.0778 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 9 0 0.914 0.630 0.387 0.134 0.075 0.040 0.010 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.997 0.929 0.775 0.436 0.300 0.196 0.071 0.020 0.004 0.000 0.000 0.000 0.000 0.000 0.0002 1.000 0.992 0.947 0.738 0.601 0.463 0.232 0.090 0.025 0.004 0.001 0.000 0.000 0.000 0.0003 1.000 0.999 0.992 0.914 0.834 0.730 0.483 0.254 0.099 0.025 0.010 0.003 0.000 0.000 0.0004 1.000 1.000 0.999 0.980 0.951 0.901 0.733 0.500 0.267 0.099 0.049 0.020 0.001 0.000 0.0005 1.000 1.000 1.000 0.997 0.990 0.975 0.901 0.746 0.517 0.270 0.166 0.086 0.008 0.001 0.0006 1.000 1.000 1.000 1.000 0.999 0.996 0.975 0.910 0.768 0.537 0.399 0.262 0.053 0.008 0.0007 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.980 0.929 0.804 0.700 0.564 0.225 0.071 0.0038 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.990 0.960 0.925 0.866 0.613 0.370 0.0869 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 3

    Tabla 1B. Probabilidades acumuladas p de la distribución binomial (n = 10, 11, 12, 13, 14).

    ϕx 0.01 0.05 0.1 0.2 0.25 0.3 0.4 0.5 0.6 0.7 0.75 0.8 0.9 0.95 0.99

    n = 10 0 0.904 0.599 0.349 0.107 0.056 0.028 0.006 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.996 0.914 0.736 0.376 0.244 0.149 0.046 0.011 0.002 0.000 0.000 0.000 0.000 0.000 0.0002 1.000 0.988 0.930 0.678 0.526 0.383 0.167 0.055 0.012 0.002 0.000 0.000 0.000 0.000 0.0003 1.000 0.999 0.987 0.879 0.776 0.650 0.382 0.172 0.055 0.011 0.004 0.001 0.000 0.000 0.0004 1.000 1.000 0.998 0.967 0.922 0.850 0.633 0.377 0.166 0.047 0.020 0.006 0.000 0.000 0.0005 1.000 1.000 1.000 0.994 0.980 0.953 0.834 0.623 0.367 0.150 0.078 0.033 0.002 0.000 0.0006 1.000 1.000 1.000 0.999 0.996 0.989 0.945 0.828 0.618 0.350 0.224 0.121 0.013 0.001 0.0007 1.000 1.000 1.000 1.000 1.000 0.998 0.988 0.945 0.833 0.617 0.474 0.322 0.070 0.012 0.0008 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.989 0.954 0.851 0.756 0.624 0.264 0.086 0.0049 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.994 0.972 0.944 0.893 0.651 0.401 0.096

    10 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 11 0 0.895 0.569 0.314 0.086 0.042 0.020 0.004 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.995 0.898 0.697 0.322 0.197 0.113 0.030 0.006 0.001 0.000 0.000 0.000 0.000 0.000 0.0002 1.000 0.985 0.910 0.617 0.455 0.313 0.119 0.033 0.006 0.001 0.000 0.000 0.000 0.000 0.0003 1.000 0.998 0.981 0.839 0.713 0.570 0.296 0.113 0.029 0.004 0.001 0.000 0.000 0.000 0.0004 1.000 1.000 0.997 0.950 0.885 0.790 0.533 0.274 0.099 0.022 0.008 0.002 0.000 0.000 0.0005 1.000 1.000 1.000 0.988 0.966 0.922 0.753 0.500 0.247 0.078 0.034 0.012 0.000 0.000 0.0006 1.000 1.000 1.000 0.998 0.992 0.978 0.901 0.726 0.467 0.210 0.115 0.050 0.003 0.000 0.0007 1.000 1.000 1.000 1.000 0.999 0.996 0.971 0.887 0.704 0.430 0.287 0.161 0.019 0.002 0.0008 1.000 1.000 1.000 1.000 1.000 0.999 0.994 0.967 0.881 0.687 0.545 0.383 0.090 0.015 0.0009 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.994 0.970 0.887 0.803 0.678 0.303 0.102 0.005

    10 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.980 0.958 0.914 0.686 0.431 0.10511 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 12 0 0.886 0.540 0.282 0.069 0.032 0.014 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.994 0.882 0.659 0.275 0.158 0.085 0.020 0.003 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 1.000 0.980 0.889 0.558 0.391 0.253 0.083 0.019 0.003 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.998 0.974 0.795 0.649 0.493 0.225 0.073 0.015 0.002 0.000 0.000 0.000 0.000 0.0004 1.000 1.000 0.996 0.927 0.842 0.724 0.438 0.194 0.057 0.009 0.003 0.001 0.000 0.000 0.0005 1.000 1.000 0.999 0.981 0.946 0.882 0.665 0.387 0.158 0.039 0.014 0.004 0.000 0.000 0.0006 1.000 1.000 1.000 0.996 0.986 0.961 0.842 0.613 0.335 0.118 0.054 0.019 0.001 0.000 0.0007 1.000 1.000 1.000 0.999 0.997 0.991 0.943 0.806 0.562 0.276 0.158 0.073 0.004 0.000 0.0008 1.000 1.000 1.000 1.000 1.000 0.998 0.985 0.927 0.775 0.507 0.351 0.205 0.026 0.002 0.0009 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.981 0.917 0.747 0.609 0.442 0.111 0.020 0.000

    10 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.980 0.915 0.842 0.725 0.341 0.118 0.00611 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.986 0.968 0.931 0.718 0.460 0.11412 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 13 0 0.878 0.513 0.254 0.055 0.024 0.010 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.993 0.865 0.621 0.234 0.127 0.064 0.013 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 1.000 0.975 0.866 0.502 0.333 0.202 0.058 0.011 0.001 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.997 0.966 0.747 0.584 0.421 0.169 0.046 0.008 0.001 0.000 0.000 0.000 0.000 0.0004 1.000 1.000 0.994 0.901 0.794 0.654 0.353 0.133 0.032 0.004 0.001 0.000 0.000 0.000 0.0005 1.000 1.000 0.999 0.970 0.920 0.835 0.574 0.291 0.098 0.018 0.006 0.001 0.000 0.000 0.0006 1.000 1.000 1.000 0.993 0.976 0.938 0.771 0.500 0.229 0.062 0.024 0.007 0.000 0.000 0.0007 1.000 1.000 1.000 0.999 0.994 0.982 0.902 0.709 0.426 0.165 0.080 0.030 0.001 0.000 0.0008 1.000 1.000 1.000 1.000 0.999 0.996 0.968 0.867 0.647 0.346 0.206 0.099 0.006 0.000 0.0009 1.000 1.000 1.000 1.000 1.000 0.999 0.992 0.954 0.831 0.579 0.416 0.253 0.034 0.003 0.000

    10 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.989 0.942 0.798 0.667 0.498 0.134 0.025 0.00011 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.987 0.936 0.873 0.766 0.379 0.135 0.00712 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.990 0.976 0.945 0.746 0.487 0.12213 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 14 0 0.869 0.488 0.229 0.044 0.018 0.007 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.992 0.847 0.585 0.198 0.101 0.047 0.008 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 1.000 0.970 0.842 0.448 0.281 0.161 0.040 0.006 0.001 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.996 0.956 0.698 0.521 0.355 0.124 0.029 0.004 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 1.000 0.991 0.870 0.742 0.584 0.279 0.090 0.018 0.002 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.999 0.956 0.888 0.781 0.486 0.212 0.058 0.008 0.002 0.000 0.000 0.000 0.0006 1.000 1.000 1.000 0.988 0.962 0.907 0.692 0.395 0.150 0.031 0.010 0.002 0.000 0.000 0.0007 1.000 1.000 1.000 0.998 0.990 0.969 0.850 0.605 0.308 0.093 0.038 0.012 0.000 0.000 0.0008 1.000 1.000 1.000 1.000 0.998 0.992 0.942 0.788 0.514 0.219 0.112 0.044 0.001 0.000 0.0009 1.000 1.000 1.000 1.000 1.000 0.998 0.982 0.910 0.721 0.416 0.258 0.130 0.009 0.000 0.000

    10 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.971 0.876 0.645 0.479 0.302 0.044 0.004 0.00011 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.994 0.960 0.839 0.719 0.552 0.158 0.030 0.00012 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.992 0.953 0.899 0.802 0.415 0.153 0.00813 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.993 0.982 0.956 0.771 0.512 0.13114 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 4

    Tabla 1C. Probabilidades acumuladas p de la distribución binomial (n = 15, 16, 17, 18).ϕ

    x 0.01 0.05 0.1 0.2 0.25 0.3 0.4 0.5 0.6 0.7 0.75 0.8 0.9 0.95 0.99n = 15 0 0.860 0.463 0.206 0.035 0.013 0.005 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000

    1 0.990 0.829 0.549 0.167 0.080 0.035 0.005 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 1.000 0.964 0.816 0.398 0.236 0.127 0.027 0.004 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.995 0.944 0.648 0.461 0.297 0.091 0.018 0.002 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.999 0.987 0.836 0.686 0.515 0.217 0.059 0.009 0.001 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.998 0.939 0.852 0.722 0.403 0.151 0.034 0.004 0.001 0.000 0.000 0.000 0.0006 1.000 1.000 1.000 0.982 0.943 0.869 0.610 0.304 0.095 0.015 0.004 0.001 0.000 0.000 0.0007 1.000 1.000 1.000 0.996 0.983 0.950 0.787 0.500 0.213 0.050 0.017 0.004 0.000 0.000 0.0008 1.000 1.000 1.000 0.999 0.996 0.985 0.905 0.696 0.390 0.131 0.057 0.018 0.000 0.000 0.0009 1.000 1.000 1.000 1.000 0.999 0.996 0.966 0.849 0.597 0.278 0.148 0.061 0.002 0.000 0.000

    10 1.000 1.000 1.000 1.000 1.000 0.999 0.991 0.941 0.783 0.485 0.314 0.164 0.013 0.001 0.00011 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.982 0.909 0.703 0.539 0.352 0.056 0.005 0.00012 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.973 0.873 0.764 0.602 0.184 0.036 0.00013 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.995 0.965 0.920 0.833 0.451 0.171 0.01014 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.995 0.987 0.965 0.794 0.537 0.14015 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 16 0 0.851 0.440 0.185 0.028 0.010 0.003 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.989 0.811 0.515 0.141 0.063 0.026 0.003 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.999 0.957 0.789 0.352 0.197 0.099 0.018 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.993 0.932 0.598 0.405 0.246 0.065 0.011 0.001 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.999 0.983 0.798 0.630 0.450 0.167 0.038 0.005 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.997 0.918 0.810 0.660 0.329 0.105 0.019 0.002 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.999 0.973 0.920 0.825 0.527 0.227 0.058 0.007 0.002 0.000 0.000 0.000 0.0007 1.000 1.000 1.000 0.993 0.973 0.926 0.716 0.402 0.142 0.026 0.007 0.001 0.000 0.000 0.0008 1.000 1.000 1.000 0.999 0.993 0.974 0.858 0.598 0.284 0.074 0.027 0.007 0.000 0.000 0.0009 1.000 1.000 1.000 1.000 0.998 0.993 0.942 0.773 0.473 0.175 0.080 0.027 0.001 0.000 0.000

    10 1.000 1.000 1.000 1.000 1.000 0.998 0.981 0.895 0.671 0.340 0.190 0.082 0.003 0.000 0.00011 1.000 1.000 1.000 1.000 1.000 1.000 0.995 0.962 0.833 0.550 0.370 0.202 0.017 0.001 0.00012 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.989 0.935 0.754 0.595 0.402 0.068 0.007 0.00013 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.982 0.901 0.803 0.648 0.211 0.043 0.00114 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.974 0.937 0.859 0.485 0.189 0.01115 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.990 0.972 0.815 0.560 0.14916 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 17 0 0.843 0.418 0.167 0.023 0.008 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.988 0.792 0.482 0.118 0.050 0.019 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.999 0.950 0.762 0.310 0.164 0.077 0.012 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.991 0.917 0.549 0.353 0.202 0.046 0.006 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.999 0.978 0.758 0.574 0.389 0.126 0.025 0.003 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.995 0.894 0.765 0.597 0.264 0.072 0.011 0.001 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.999 0.962 0.893 0.775 0.448 0.166 0.035 0.003 0.001 0.000 0.000 0.000 0.0007 1.000 1.000 1.000 0.989 0.960 0.895 0.641 0.315 0.092 0.013 0.003 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.997 0.988 0.960 0.801 0.500 0.199 0.040 0.012 0.003 0.000 0.000 0.0009 1.000 1.000 1.000 1.000 0.997 0.987 0.908 0.685 0.359 0.105 0.040 0.011 0.000 0.000 0.000

    10 1.000 1.000 1.000 1.000 0.999 0.997 0.965 0.834 0.552 0.225 0.107 0.038 0.001 0.000 0.00011 1.000 1.000 1.000 1.000 1.000 0.999 0.989 0.928 0.736 0.403 0.235 0.106 0.005 0.000 0.00012 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.975 0.874 0.611 0.426 0.242 0.022 0.001 0.00013 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.994 0.954 0.798 0.647 0.451 0.083 0.009 0.00014 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.988 0.923 0.836 0.690 0.238 0.050 0.00115 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.981 0.950 0.882 0.518 0.208 0.01216 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.992 0.977 0.833 0.582 0.15717 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 18 0 0.835 0.397 0.150 0.018 0.006 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.986 0.774 0.450 0.099 0.039 0.014 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.999 0.942 0.734 0.271 0.135 0.060 0.008 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.989 0.902 0.501 0.306 0.165 0.033 0.004 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.998 0.972 0.716 0.519 0.333 0.094 0.015 0.001 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.994 0.867 0.717 0.534 0.209 0.048 0.006 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.999 0.949 0.861 0.722 0.374 0.119 0.020 0.001 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 1.000 0.984 0.943 0.859 0.563 0.240 0.058 0.006 0.001 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.996 0.981 0.940 0.737 0.407 0.135 0.021 0.005 0.001 0.000 0.000 0.0009 1.000 1.000 1.000 0.999 0.995 0.979 0.865 0.593 0.263 0.060 0.019 0.004 0.000 0.000 0.000

    10 1.000 1.000 1.000 1.000 0.999 0.994 0.942 0.760 0.437 0.141 0.057 0.016 0.000 0.000 0.00011 1.000 1.000 1.000 1.000 1.000 0.999 0.980 0.881 0.626 0.278 0.139 0.051 0.001 0.000 0.00012 1.000 1.000 1.000 1.000 1.000 1.000 0.994 0.952 0.791 0.466 0.283 0.133 0.006 0.000 0.00013 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.985 0.906 0.667 0.481 0.284 0.028 0.002 0.00014 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.967 0.835 0.694 0.499 0.098 0.011 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.992 0.940 0.865 0.729 0.266 0.058 0.00116 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.986 0.961 0.901 0.550 0.226 0.01417 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.994 0.982 0.850 0.603 0.16518 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 5

    Tabla 1D. Probabilidades acumuladas p de la distribución binomial (n = 19, 20, 21).

    ϕx 0.01 0.05 0.1 0.2 0.25 0.3 0.4 0.5 0.6 0.7 0.75 0.8 0.9 0.95 0.99

    n = 19 0 0.826 0.377 0.135 0.014 0.004 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.985 0.755 0.420 0.083 0.031 0.010 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.999 0.933 0.705 0.237 0.111 0.046 0.005 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.987 0.885 0.455 0.263 0.133 0.023 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.998 0.965 0.673 0.465 0.282 0.070 0.010 0.001 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.991 0.837 0.668 0.474 0.163 0.032 0.003 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.998 0.932 0.825 0.666 0.308 0.084 0.012 0.001 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 1.000 0.977 0.923 0.818 0.488 0.180 0.035 0.003 0.000 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.993 0.971 0.916 0.667 0.324 0.088 0.011 0.002 0.000 0.000 0.000 0.0009 1.000 1.000 1.000 0.998 0.991 0.967 0.814 0.500 0.186 0.033 0.009 0.002 0.000 0.000 0.000

    10 1.000 1.000 1.000 1.000 0.998 0.989 0.912 0.676 0.333 0.084 0.029 0.007 0.000 0.000 0.00011 1.000 1.000 1.000 1.000 1.000 0.997 0.965 0.820 0.512 0.182 0.077 0.023 0.000 0.000 0.00012 1.000 1.000 1.000 1.000 1.000 0.999 0.988 0.916 0.692 0.334 0.175 0.068 0.002 0.000 0.00013 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.968 0.837 0.526 0.332 0.163 0.009 0.000 0.00014 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.990 0.930 0.718 0.535 0.327 0.035 0.002 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.977 0.867 0.737 0.545 0.115 0.013 0.00016 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.995 0.954 0.889 0.763 0.295 0.067 0.00117 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.990 0.969 0.917 0.580 0.245 0.01518 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.996 0.986 0.865 0.623 0.17419 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 20 0 0.818 0.358 0.122 0.012 0.003 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.983 0.736 0.392 0.069 0.024 0.008 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.999 0.925 0.677 0.206 0.091 0.035 0.004 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.984 0.867 0.411 0.225 0.107 0.016 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.997 0.957 0.630 0.415 0.238 0.051 0.006 0.000 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.989 0.804 0.617 0.416 0.126 0.021 0.002 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.998 0.913 0.786 0.608 0.250 0.058 0.006 0.000 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 1.000 0.968 0.898 0.772 0.416 0.132 0.021 0.001 0.000 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.990 0.959 0.887 0.596 0.252 0.057 0.005 0.001 0.000 0.000 0.000 0.0009 1.000 1.000 1.000 0.997 0.986 0.952 0.755 0.412 0.128 0.017 0.004 0.001 0.000 0.000 0.000

    10 1.000 1.000 1.000 0.999 0.996 0.983 0.872 0.588 0.245 0.048 0.014 0.003 0.000 0.000 0.00011 1.000 1.000 1.000 1.000 0.999 0.995 0.943 0.748 0.404 0.113 0.041 0.010 0.000 0.000 0.00012 1.000 1.000 1.000 1.000 1.000 0.999 0.979 0.868 0.584 0.228 0.102 0.032 0.000 0.000 0.00013 1.000 1.000 1.000 1.000 1.000 1.000 0.994 0.942 0.750 0.392 0.214 0.087 0.002 0.000 0.00014 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.979 0.874 0.584 0.383 0.196 0.011 0.000 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.994 0.949 0.762 0.585 0.370 0.043 0.003 0.00016 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.984 0.893 0.775 0.589 0.133 0.016 0.00017 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.965 0.909 0.794 0.323 0.075 0.00118 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.992 0.976 0.931 0.608 0.264 0.01719 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.997 0.988 0.878 0.642 0.18220 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 21 0 0.810 0.341 0.109 0.009 0.002 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.981 0.717 0.365 0.058 0.019 0.006 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.999 0.915 0.648 0.179 0.075 0.027 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.981 0.848 0.370 0.192 0.086 0.011 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.997 0.948 0.586 0.367 0.198 0.037 0.004 0.000 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 1.000 0.986 0.769 0.567 0.363 0.096 0.013 0.001 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.997 0.891 0.744 0.551 0.200 0.039 0.004 0.000 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 0.999 0.957 0.870 0.723 0.350 0.095 0.012 0.001 0.000 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.986 0.944 0.852 0.524 0.192 0.035 0.002 0.000 0.000 0.000 0.000 0.0009 1.000 1.000 1.000 0.996 0.979 0.932 0.691 0.332 0.085 0.009 0.002 0.000 0.000 0.000 0.000

    10 1.000 1.000 1.000 0.999 0.994 0.974 0.826 0.500 0.174 0.026 0.006 0.001 0.000 0.000 0.00011 1.000 1.000 1.000 1.000 0.998 0.991 0.915 0.668 0.309 0.068 0.021 0.004 0.000 0.000 0.00012 1.000 1.000 1.000 1.000 1.000 0.998 0.965 0.808 0.476 0.148 0.056 0.014 0.000 0.000 0.00013 1.000 1.000 1.000 1.000 1.000 0.999 0.988 0.905 0.650 0.277 0.130 0.043 0.001 0.000 0.00014 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.961 0.800 0.449 0.256 0.109 0.003 0.000 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.987 0.904 0.637 0.433 0.231 0.014 0.000 0.00016 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.963 0.802 0.633 0.414 0.052 0.003 0.00017 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.989 0.914 0.808 0.630 0.152 0.019 0.00018 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.973 0.925 0.821 0.352 0.085 0.00119 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.994 0.981 0.942 0.635 0.283 0.01920 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.998 0.991 0.891 0.659 0.19021 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 6

    Tabla 1E. Probabilidades acumuladas de la distribución binomial (n = 22, 23).

    ϕx 0.01 0.05 0.1 0.2 0.25 0.3 0.4 0.5 0.6 0.7 0.75 0.8 0.9 0.95 0.99

    n = 22 0 0.802 0.324 0.098 0.007 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.980 0.698 0.339 0.048 0.015 0.004 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.999 0.905 0.620 0.154 0.061 0.021 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.978 0.828 0.332 0.162 0.068 0.008 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.996 0.938 0.543 0.323 0.165 0.027 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 0.999 0.982 0.733 0.517 0.313 0.072 0.008 0.000 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.996 0.867 0.699 0.494 0.158 0.026 0.002 0.000 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 0.999 0.944 0.838 0.671 0.290 0.067 0.007 0.000 0.000 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.980 0.925 0.814 0.454 0.143 0.021 0.001 0.000 0.000 0.000 0.000 0.0009 1.000 1.000 1.000 0.994 0.970 0.908 0.624 0.262 0.055 0.004 0.001 0.000 0.000 0.000 0.000

    10 1.000 1.000 1.000 0.998 0.990 0.961 0.772 0.416 0.121 0.014 0.003 0.000 0.000 0.000 0.00011 1.000 1.000 1.000 1.000 0.997 0.986 0.879 0.584 0.228 0.039 0.010 0.002 0.000 0.000 0.00012 1.000 1.000 1.000 1.000 0.999 0.996 0.945 0.738 0.376 0.092 0.030 0.006 0.000 0.000 0.00013 1.000 1.000 1.000 1.000 1.000 0.999 0.979 0.857 0.546 0.186 0.075 0.020 0.000 0.000 0.00014 1.000 1.000 1.000 1.000 1.000 1.000 0.993 0.933 0.710 0.329 0.162 0.056 0.001 0.000 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.974 0.842 0.506 0.301 0.133 0.004 0.000 0.00016 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.992 0.928 0.687 0.483 0.267 0.018 0.001 0.00017 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.973 0.835 0.677 0.457 0.062 0.004 0.00018 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.992 0.932 0.838 0.668 0.172 0.022 0.00019 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.979 0.939 0.846 0.380 0.095 0.00120 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.985 0.952 0.661 0.302 0.02021 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.993 0.902 0.676 0.19822 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 23 0 0.794 0.307 0.089 0.006 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.978 0.679 0.315 0.040 0.012 0.003 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.998 0.895 0.592 0.133 0.049 0.016 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.974 0.807 0.297 0.137 0.054 0.005 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.995 0.927 0.501 0.283 0.136 0.019 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 0.999 0.977 0.695 0.468 0.269 0.054 0.005 0.000 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.994 0.840 0.654 0.440 0.124 0.017 0.001 0.000 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 0.999 0.928 0.804 0.618 0.237 0.047 0.004 0.000 0.000 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.973 0.904 0.771 0.388 0.105 0.013 0.001 0.000 0.000 0.000 0.000 0.0009 1.000 1.000 1.000 0.991 0.959 0.880 0.556 0.202 0.035 0.002 0.000 0.000 0.000 0.000 0.000

    10 1.000 1.000 1.000 0.997 0.985 0.945 0.713 0.339 0.081 0.007 0.001 0.000 0.000 0.000 0.00011 1.000 1.000 1.000 0.999 0.995 0.979 0.836 0.500 0.164 0.021 0.005 0.001 0.000 0.000 0.00012 1.000 1.000 1.000 1.000 0.999 0.993 0.919 0.661 0.287 0.055 0.015 0.003 0.000 0.000 0.00013 1.000 1.000 1.000 1.000 1.000 0.998 0.965 0.798 0.444 0.120 0.041 0.009 0.000 0.000 0.00014 1.000 1.000 1.000 1.000 1.000 0.999 0.987 0.895 0.612 0.229 0.096 0.027 0.000 0.000 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.953 0.763 0.382 0.196 0.072 0.001 0.000 0.00016 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.983 0.876 0.560 0.346 0.160 0.006 0.000 0.00017 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.995 0.946 0.731 0.532 0.305 0.023 0.001 0.00018 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.981 0.864 0.717 0.499 0.073 0.005 0.00019 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.995 0.946 0.863 0.703 0.193 0.026 0.00020 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.984 0.951 0.867 0.408 0.105 0.00221 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.988 0.960 0.685 0.321 0.02222 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.994 0.911 0.693 0.20623 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 7

    Tabla 1F. Probabilidades acumuladas de la distribución binomial (n = 24, 25).

    ϕx 0.01 0.05 0.1 0.2 0.25 0.3 0.4 0.5 0.6 0.7 0.75 0.8 0.9 0.95 0.99

    n = 24 0 0.786 0.292 0.080 0.005 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.976 0.661 0.292 0.033 0.009 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.998 0.884 0.564 0.115 0.040 0.012 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.970 0.786 0.264 0.115 0.042 0.004 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.994 0.915 0.460 0.247 0.111 0.013 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 0.999 0.972 0.656 0.422 0.229 0.040 0.003 0.000 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.993 0.811 0.607 0.389 0.096 0.011 0.001 0.000 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 0.998 0.911 0.766 0.565 0.192 0.032 0.002 0.000 0.000 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.964 0.879 0.725 0.328 0.076 0.008 0.000 0.000 0.000 0.000 0.000 0.0009 1.000 1.000 1.000 0.987 0.945 0.847 0.489 0.154 0.022 0.001 0.000 0.000 0.000 0.000 0.000

    10 1.000 1.000 1.000 0.996 0.979 0.926 0.650 0.271 0.053 0.004 0.001 0.000 0.000 0.000 0.00011 1.000 1.000 1.000 0.999 0.993 0.969 0.787 0.419 0.114 0.012 0.002 0.000 0.000 0.000 0.00012 1.000 1.000 1.000 1.000 0.998 0.988 0.886 0.581 0.213 0.031 0.007 0.001 0.000 0.000 0.00013 1.000 1.000 1.000 1.000 0.999 0.996 0.947 0.729 0.350 0.074 0.021 0.004 0.000 0.000 0.00014 1.000 1.000 1.000 1.000 1.000 0.999 0.978 0.846 0.511 0.153 0.055 0.013 0.000 0.000 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 0.992 0.924 0.672 0.275 0.121 0.036 0.000 0.000 0.00016 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.968 0.808 0.435 0.234 0.089 0.002 0.000 0.00017 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.989 0.904 0.611 0.393 0.189 0.007 0.000 0.00018 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.960 0.771 0.578 0.344 0.028 0.001 0.00019 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.987 0.889 0.753 0.540 0.085 0.006 0.00020 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.958 0.885 0.736 0.214 0.030 0.00021 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.988 0.960 0.885 0.436 0.116 0.00222 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.991 0.967 0.708 0.339 0.02423 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.995 0.920 0.708 0.21424 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    n = 25 0 0.778 0.277 0.072 0.004 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0001 0.974 0.642 0.271 0.027 0.007 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0002 0.998 0.873 0.537 0.098 0.032 0.009 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0003 1.000 0.966 0.764 0.234 0.096 0.033 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0004 1.000 0.993 0.902 0.421 0.214 0.090 0.009 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0005 1.000 0.999 0.967 0.617 0.378 0.193 0.029 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.0006 1.000 1.000 0.991 0.780 0.561 0.341 0.074 0.007 0.000 0.000 0.000 0.000 0.000 0.000 0.0007 1.000 1.000 0.998 0.891 0.727 0.512 0.154 0.022 0.001 0.000 0.000 0.000 0.000 0.000 0.0008 1.000 1.000 1.000 0.953 0.851 0.677 0.274 0.054 0.004 0.000 0.000 0.000 0.000 0.000 0.0009 1.000 1.000 1.000 0.983 0.929 0.811 0.425 0.115 0.013 0.000 0.000 0.000 0.000 0.000 0.000

    10 1.000 1.000 1.000 0.994 0.970 0.902 0.586 0.212 0.034 0.002 0.000 0.000 0.000 0.000 0.00011 1.000 1.000 1.000 0.998 0.989 0.956 0.732 0.345 0.078 0.006 0.001 0.000 0.000 0.000 0.00012 1.000 1.000 1.000 1.000 0.997 0.983 0.846 0.500 0.154 0.017 0.003 0.000 0.000 0.000 0.00013 1.000 1.000 1.000 1.000 0.999 0.994 0.922 0.655 0.268 0.044 0.011 0.002 0.000 0.000 0.00014 1.000 1.000 1.000 1.000 1.000 0.998 0.966 0.788 0.414 0.098 0.030 0.006 0.000 0.000 0.00015 1.000 1.000 1.000 1.000 1.000 1.000 0.987 0.885 0.575 0.189 0.071 0.017 0.000 0.000 0.00016 1.000 1.000 1.000 1.000 1.000 1.000 0.996 0.946 0.726 0.323 0.149 0.047 0.000 0.000 0.00017 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.978 0.846 0.488 0.273 0.109 0.002 0.000 0.00018 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.993 0.926 0.659 0.439 0.220 0.009 0.000 0.00019 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.971 0.807 0.622 0.383 0.033 0.001 0.00020 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.991 0.910 0.786 0.579 0.098 0.007 0.00021 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.967 0.904 0.766 0.236 0.034 0.00022 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.991 0.968 0.902 0.463 0.127 0.00223 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.993 0.973 0.729 0.358 0.02624 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.996 0.928 0.723 0.22224 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 8

    2. Distribución Poisson

    X ∼ Poisson(λ)

    p = P (X ≤ x) =x∑

    k=0

    λke−λ

    k!= 1− α

    0 x

    p α

    Tabla 2A. Probabilidades acumuladas p de la distribución Poisson.

    λx 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.00 0.905 0.819 0.741 0.670 0.607 0.549 0.497 0.449 0.407 0.3681 0.995 0.982 0.963 0.938 0.910 0.878 0.844 0.809 0.772 0.7362 1.000 0.999 0.996 0.992 0.986 0.977 0.966 0.953 0.937 0.9203 1.000 1.000 1.000 0.999 0.998 0.997 0.994 0.991 0.987 0.9814 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.999 0.998 0.9965 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.9996 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    Tabla 2B. Probabilidades acumuladas p de la distribución Poisson.

    λx 2 3 4 5 6 7 8 9 10 15 200 0.135 0.050 0.018 0.007 0.002 0.001 0.000 0.000 0.000 0.000 0.0001 0.406 0.199 0.092 0.040 0.017 0.007 0.003 0.001 0.000 0.000 0.0002 0.677 0.423 0.238 0.125 0.062 0.030 0.014 0.006 0.003 0.000 0.0003 0.857 0.647 0.433 0.265 0.151 0.082 0.042 0.021 0.010 0.000 0.0004 0.947 0.815 0.629 0.440 0.285 0.173 0.100 0.055 0.029 0.001 0.0005 0.983 0.916 0.785 0.616 0.446 0.301 0.191 0.116 0.067 0.003 0.0006 0.995 0.966 0.889 0.762 0.606 0.450 0.313 0.207 0.130 0.008 0.0007 0.999 0.988 0.949 0.867 0.744 0.599 0.453 0.324 0.220 0.018 0.0018 1.000 0.996 0.979 0.932 0.847 0.729 0.593 0.456 0.333 0.037 0.0029 1.000 0.999 0.992 0.968 0.916 0.830 0.717 0.587 0.458 0.070 0.005

    10 1.000 1.000 0.997 0.986 0.957 0.901 0.816 0.706 0.583 0.118 0.01111 1.000 1.000 0.999 0.995 0.980 0.947 0.888 0.803 0.697 0.185 0.02112 1.000 1.000 1.000 0.998 0.991 0.973 0.936 0.876 0.792 0.268 0.03913 1.000 1.000 1.000 0.999 0.996 0.987 0.966 0.926 0.864 0.363 0.06614 1.000 1.000 1.000 1.000 0.999 0.994 0.983 0.959 0.917 0.466 0.10515 1.000 1.000 1.000 1.000 0.999 0.998 0.992 0.978 0.951 0.568 0.15716 1.000 1.000 1.000 1.000 1.000 0.999 0.996 0.989 0.973 0.664 0.22117 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.995 0.986 0.749 0.29718 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.998 0.993 0.819 0.38119 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.997 0.875 0.47020 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.917 0.55921 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.947 0.64422 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.967 0.72123 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.981 0.78724 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.989 0.84325 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.994 0.88826 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.92227 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.94828 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.96629 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.97830 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.98731 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99232 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99533 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99734 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99935 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99936 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 9

    3. Distribución Normal Estándar

    Z ∼ N(0, 1)

    p = P (Z ≤ z) =∫ z−∞

    φZ(u)du = 1− α

    dondeφZ(u) =

    1√2π

    e−12 u

    2

    0 z

    p α

    Nota: Si X ∼ N(µ, σ2), entonces Z = (X − µ)/σ ∼ N(0, 1). Luego,

    P (X ≤ x) = P(

    Z ≤ x− µσ

    )

    Tabla 3A. Probabilidades acumuladas p de la distribución normal estándar.

    z 0.09 0.08 0.07 0.06 0.05 0.04 0.03 0.02 0.01 0.00−3.4 0.0002 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003−3.3 0.0003 0.0004 0.0004 0.0004 0.0004 0.0004 0.0004 0.0005 0.0005 0.0005−3.2 0.0005 0.0005 0.0005 0.0006 0.0006 0.0006 0.0006 0.0006 0.0007 0.0007−3.1 0.0007 0.0007 0.0008 0.0008 0.0008 0.0008 0.0009 0.0009 0.0009 0.0010−3.0 0.0010 0.0010 0.0011 0.0011 0.0011 0.0012 0.0012 0.0013 0.0013 0.0013−2.9 0.0014 0.0014 0.0015 0.0015 0.0016 0.0016 0.0017 0.0018 0.0018 0.0019−2.8 0.0019 0.0020 0.0021 0.0021 0.0022 0.0023 0.0023 0.0024 0.0025 0.0026−2.7 0.0026 0.0027 0.0028 0.0029 0.0030 0.0031 0.0032 0.0033 0.0034 0.0035−2.6 0.0036 0.0037 0.0038 0.0039 0.0040 0.0041 0.0043 0.0044 0.0045 0.0047−2.5 0.0048 0.0049 0.0051 0.0052 0.0054 0.0055 0.0057 0.0059 0.0060 0.0062−2.4 0.0064 0.0066 0.0068 0.0069 0.0071 0.0073 0.0075 0.0078 0.0080 0.0082−2.3 0.0084 0.0087 0.0089 0.0091 0.0094 0.0096 0.0099 0.0102 0.0104 0.0107−2.2 0.0110 0.0113 0.0116 0.0119 0.0122 0.0125 0.0129 0.0132 0.0136 0.0139−2.1 0.0143 0.0146 0.0150 0.0154 0.0158 0.0162 0.0166 0.0170 0.0174 0.0179−2.0 0.0183 0.0188 0.0192 0.0197 0.0202 0.0207 0.0212 0.0217 0.0222 0.0228−1.9 0.0233 0.0239 0.0244 0.0250 0.0256 0.0262 0.0268 0.0274 0.0281 0.0287−1.8 0.0294 0.0301 0.0307 0.0314 0.0322 0.0329 0.0336 0.0344 0.0351 0.0359−1.7 0.0367 0.0375 0.0384 0.0392 0.0401 0.0409 0.0418 0.0427 0.0436 0.0446−1.6 0.0455 0.0465 0.0475 0.0485 0.0495 0.0505 0.0516 0.0526 0.0537 0.0548−1.5 0.0559 0.0571 0.0582 0.0594 0.0606 0.0618 0.0630 0.0643 0.0655 0.0668−1.4 0.0681 0.0694 0.0708 0.0721 0.0735 0.0749 0.0764 0.0778 0.0793 0.0808−1.3 0.0823 0.0838 0.0853 0.0869 0.0885 0.0901 0.0918 0.0934 0.0951 0.0968−1.2 0.0985 0.1003 0.1020 0.1038 0.1056 0.1075 0.1093 0.1112 0.1131 0.1151−1.1 0.1170 0.1190 0.1210 0.1230 0.1251 0.1271 0.1292 0.1314 0.1335 0.1357−1.0 0.1379 0.1401 0.1423 0.1446 0.1469 0.1492 0.1515 0.1539 0.1562 0.1587−0.9 0.1611 0.1635 0.1660 0.1685 0.1711 0.1736 0.1762 0.1788 0.1814 0.1841−0.8 0.1867 0.1894 0.1922 0.1949 0.1977 0.2005 0.2033 0.2061 0.2090 0.2119−0.7 0.2148 0.2177 0.2206 0.2236 0.2266 0.2296 0.2327 0.2358 0.2389 0.2420−0.6 0.2451 0.2483 0.2514 0.2546 0.2578 0.2611 0.2643 0.2676 0.2709 0.2743−0.5 0.2776 0.2810 0.2843 0.2877 0.2912 0.2946 0.2981 0.3015 0.3050 0.3085−0.4 0.3121 0.3156 0.3192 0.3228 0.3264 0.3300 0.3336 0.3372 0.3409 0.3446−0.3 0.3483 0.3520 0.3557 0.3594 0.3632 0.3669 0.3707 0.3745 0.3783 0.3821−0.2 0.3859 0.3897 0.3936 0.3974 0.4013 0.4052 0.4090 0.4129 0.4168 0.4207−0.1 0.4247 0.4286 0.4325 0.4364 0.4404 0.4443 0.4483 0.4522 0.4562 0.4602−0.0 0.4641 0.4681 0.4721 0.4761 0.4801 0.4840 0.4880 0.4920 0.4960 0.5000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 10

    Tabla 3B. Probabilidades acumuladas p de la distribución normal estándar.

    z 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.090.0 0.5000 0.5040 0.5080 0.5120 0.5160 0.5199 0.5239 0.5279 0.5319 0.53590.1 0.5398 0.5438 0.5478 0.5517 0.5557 0.5596 0.5636 0.5675 0.5714 0.57530.2 0.5793 0.5832 0.5871 0.5910 0.5948 0.5987 0.6026 0.6064 0.6103 0.61410.3 0.6179 0.6217 0.6255 0.6293 0.6331 0.6368 0.6406 0.6443 0.6480 0.65170.4 0.6554 0.6591 0.6628 0.6664 0.6700 0.6736 0.6772 0.6808 0.6844 0.68790.5 0.6915 0.6950 0.6985 0.7019 0.7054 0.7088 0.7123 0.7157 0.7190 0.72240.6 0.7257 0.7291 0.7324 0.7357 0.7389 0.7422 0.7454 0.7486 0.7517 0.75490.7 0.7580 0.7611 0.7642 0.7673 0.7704 0.7734 0.7764 0.7794 0.7823 0.78520.8 0.7881 0.7910 0.7939 0.7967 0.7995 0.8023 0.8051 0.8078 0.8106 0.81330.9 0.8159 0.8186 0.8212 0.8238 0.8264 0.8289 0.8315 0.8340 0.8365 0.83891.0 0.8413 0.8438 0.8461 0.8485 0.8508 0.8531 0.8554 0.8577 0.8599 0.86211.1 0.8643 0.8665 0.8686 0.8708 0.8729 0.8749 0.8770 0.8790 0.8810 0.88301.2 0.8849 0.8869 0.8888 0.8907 0.8925 0.8944 0.8962 0.8980 0.8997 0.90151.3 0.9032 0.9049 0.9066 0.9082 0.9099 0.9115 0.9131 0.9147 0.9162 0.91771.4 0.9192 0.9207 0.9222 0.9236 0.9251 0.9265 0.9279 0.9292 0.9306 0.93191.5 0.9332 0.9345 0.9357 0.9370 0.9382 0.9394 0.9406 0.9418 0.9429 0.94411.6 0.9452 0.9463 0.9474 0.9484 0.9495 0.9505 0.9515 0.9525 0.9535 0.95451.7 0.9554 0.9564 0.9573 0.9582 0.9591 0.9599 0.9608 0.9616 0.9625 0.96331.8 0.9641 0.9649 0.9656 0.9664 0.9671 0.9678 0.9686 0.9693 0.9699 0.97061.9 0.9713 0.9719 0.9726 0.9732 0.9738 0.9744 0.9750 0.9756 0.9761 0.97672.0 0.9772 0.9778 0.9783 0.9788 0.9793 0.9798 0.9803 0.9808 0.9812 0.98172.1 0.9821 0.9826 0.9830 0.9834 0.9838 0.9842 0.9846 0.9850 0.9854 0.98572.2 0.9861 0.9864 0.9868 0.9871 0.9875 0.9878 0.9881 0.9884 0.9887 0.98902.3 0.9893 0.9896 0.9898 0.9901 0.9904 0.9906 0.9909 0.9911 0.9913 0.99162.4 0.9918 0.9920 0.9922 0.9925 0.9927 0.9929 0.9931 0.9932 0.9934 0.99362.5 0.9938 0.9940 0.9941 0.9943 0.9945 0.9946 0.9948 0.9949 0.9951 0.99522.6 0.9953 0.9955 0.9956 0.9957 0.9959 0.9960 0.9961 0.9962 0.9963 0.99642.7 0.9965 0.9966 0.9967 0.9968 0.9969 0.9970 0.9971 0.9972 0.9973 0.99742.8 0.9974 0.9975 0.9976 0.9977 0.9977 0.9978 0.9979 0.9979 0.9980 0.99812.9 0.9981 0.9982 0.9982 0.9983 0.9984 0.9984 0.9985 0.9985 0.9986 0.99863.0 0.9987 0.9987 0.9987 0.9988 0.9988 0.9989 0.9989 0.9989 0.9990 0.99903.1 0.9990 0.9991 0.9991 0.9991 0.9992 0.9992 0.9992 0.9992 0.9993 0.99933.2 0.9993 0.9993 0.9994 0.9994 0.9994 0.9994 0.9994 0.9995 0.9995 0.99953.3 0.9995 0.9995 0.9995 0.9996 0.9996 0.9996 0.9996 0.9996 0.9996 0.99973.4 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0.9997 0.9998

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 11

    4. Distribución Gamma

    X ∼ Γ(κ, 1)

    p = P (X ≤ x) =∫ x

    0

    φΓ(u)du = 1− α

    dondeφΓ(u) =

    1Γ(κ)

    uκ−1e−u

    0 x

    p α

    Nota: Si Y ∼ Γ(κ, λ), entonces, X = λY ∼ Γ(κ, 1). Luego,

    P (Y ≤ y) = P (X ≤ λy)

    Tabla 4. Probabilidades acumuladas p de la distribución

    κx 1 2 3 4 5 6 7 8 9 10 15 20

    0.1 0.095 0.005 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0000.5 0.393 0.090 0.014 0.002 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000

    1 0.632 0.264 0.080 0.019 0.004 0.001 0.000 0.000 0.000 0.000 0.000 0.0002 0.865 0.594 0.323 0.143 0.053 0.017 0.005 0.001 0.000 0.000 0.000 0.0003 0.950 0.801 0.577 0.353 0.185 0.084 0.034 0.012 0.004 0.001 0.000 0.0004 0.982 0.908 0.762 0.567 0.371 0.215 0.111 0.051 0.021 0.008 0.000 0.0005 0.993 0.960 0.875 0.735 0.560 0.384 0.238 0.133 0.068 0.032 0.000 0.0006 0.998 0.983 0.938 0.849 0.715 0.554 0.394 0.256 0.153 0.084 0.001 0.0007 0.999 0.993 0.970 0.918 0.827 0.699 0.550 0.401 0.271 0.170 0.006 0.0008 1.000 0.997 0.986 0.958 0.900 0.809 0.687 0.547 0.407 0.283 0.017 0.0009 1.000 0.999 0.994 0.979 0.945 0.884 0.793 0.676 0.544 0.413 0.041 0.001

    10 1.000 1.000 0.997 0.990 0.971 0.933 0.870 0.780 0.667 0.542 0.083 0.00311 1.000 1.000 0.999 0.995 0.985 0.962 0.921 0.857 0.768 0.659 0.146 0.00912 1.000 1.000 0.999 0.998 0.992 0.980 0.954 0.910 0.845 0.758 0.228 0.02113 1.000 1.000 1.000 0.999 0.996 0.989 0.974 0.946 0.900 0.834 0.325 0.04314 1.000 1.000 1.000 1.000 0.998 0.994 0.986 0.968 0.938 0.891 0.430 0.07715 1.000 1.000 1.000 1.000 0.999 0.997 0.992 0.982 0.963 0.930 0.534 0.12516 1.000 1.000 1.000 1.000 1.000 0.999 0.996 0.990 0.978 0.957 0.632 0.18817 1.000 1.000 1.000 1.000 1.000 0.999 0.998 0.995 0.987 0.974 0.719 0.26418 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.997 0.993 0.985 0.792 0.34919 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.998 0.996 0.991 0.850 0.43920 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.998 0.995 0.895 0.53021 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.997 0.928 0.61622 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.998 0.952 0.69423 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.969 0.76224 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.980 0.82025 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.988 0.86626 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.992 0.90327 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.995 0.93128 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.997 0.95229 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.998 0.96730 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.97831 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.999 0.98632 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99133 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99434 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99635 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99836 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99937 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99938 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 0.99939 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 12

    5. Distribución t de Student

    T ∼ tν

    p = P (T ≤ t) =∫ t−∞

    φT (u)du = 1− α

    donde

    φT (u) =1√νπ

    Γ(

    ν+12

    )

    Γ(

    ν2

    )(

    1 +u2

    ν

    )− ν+120

    p α

    Tabla 5. Valores cŕıticos t(α;ν) de la distribución t de Student.

    p0.75 0.80 0.90 0.95 0.975 0.99 0.995 0.999 0.9995 0.9999

    αν 0.25 0.20 0.10 0.05 0.025 0.01 0.005 0.001 0.0005 0.00011 1.000 1.376 3.078 6.314 12.706 31.821 63.657 318.309 636.619 3183.0992 0.816 1.061 1.886 2.920 4.303 6.965 9.925 22.327 31.599 70.7003 0.765 0.978 1.638 2.353 3.182 4.541 5.841 10.215 12.924 22.2044 0.741 0.941 1.533 2.132 2.776 3.747 4.604 7.173 8.610 13.0345 0.727 0.920 1.476 2.015 2.571 3.365 4.032 5.893 6.869 9.6786 0.718 0.906 1.440 1.943 2.447 3.143 3.707 5.208 5.959 8.0257 0.711 0.896 1.415 1.895 2.365 2.998 3.499 4.785 5.408 7.0638 0.706 0.889 1.397 1.860 2.306 2.896 3.355 4.501 5.041 6.4429 0.703 0.883 1.383 1.833 2.262 2.821 3.250 4.297 4.781 6.010

    10 0.700 0.879 1.372 1.812 2.228 2.764 3.169 4.144 4.587 5.69411 0.697 0.876 1.363 1.796 2.201 2.718 3.106 4.025 4.437 5.45312 0.695 0.873 1.356 1.782 2.179 2.681 3.055 3.930 4.318 5.26313 0.694 0.870 1.350 1.771 2.160 2.650 3.012 3.852 4.221 5.11114 0.692 0.868 1.345 1.761 2.145 2.624 2.977 3.787 4.140 4.98515 0.691 0.866 1.341 1.753 2.131 2.602 2.947 3.733 4.073 4.88016 0.690 0.865 1.337 1.746 2.120 2.583 2.921 3.686 4.015 4.79117 0.689 0.863 1.333 1.740 2.110 2.567 2.898 3.646 3.965 4.71418 0.688 0.862 1.330 1.734 2.101 2.552 2.878 3.610 3.922 4.64819 0.688 0.861 1.328 1.729 2.093 2.539 2.861 3.579 3.883 4.59020 0.687 0.860 1.325 1.725 2.086 2.528 2.845 3.552 3.850 4.53921 0.686 0.859 1.323 1.721 2.080 2.518 2.831 3.527 3.819 4.49322 0.686 0.858 1.321 1.717 2.074 2.508 2.819 3.505 3.792 4.45223 0.685 0.858 1.319 1.714 2.069 2.500 2.807 3.485 3.768 4.41524 0.685 0.857 1.318 1.711 2.064 2.492 2.797 3.467 3.745 4.38225 0.684 0.856 1.316 1.708 2.060 2.485 2.787 3.450 3.725 4.35226 0.684 0.856 1.315 1.706 2.056 2.479 2.779 3.435 3.707 4.32427 0.684 0.855 1.314 1.703 2.052 2.473 2.771 3.421 3.690 4.29928 0.683 0.855 1.313 1.701 2.048 2.467 2.763 3.408 3.674 4.27529 0.683 0.854 1.311 1.699 2.045 2.462 2.756 3.396 3.659 4.25430 0.683 0.854 1.310 1.697 2.042 2.457 2.750 3.385 3.646 4.23440 0.681 0.851 1.303 1.684 2.021 2.423 2.704 3.307 3.551 4.09450 0.679 0.849 1.299 1.676 2.009 2.403 2.678 3.261 3.496 4.01475 0.678 0.846 1.293 1.665 1.992 2.377 2.643 3.202 3.425 3.911

    100 0.677 0.845 1.290 1.660 1.984 2.364 2.626 3.174 3.390 3.862125 0.676 0.845 1.288 1.657 1.979 2.357 2.616 3.157 3.370 3.832∞ 0.674 0.842 1.282 1.645 1.960 2.326 2.576 3.090 3.291 3.719

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 13

    6. Distribución χ2 Ji-Cuadrada

    X ∼ χ2ν

    p = P (X ≤ x) =∫ x

    0

    φχ2(u)du = 1− α

    donde

    φχ2(u) =1

    2ν/2Γ (ν/2)uν/2−1e−u/2

    0 x

    p α

    Tabla 6. Valores cŕıticos χ2(α;ν) de la distribución χ2ν Ji-Cuadrada.

    p0.005 0.01 0.025 0.05 0.1 0.90 0.95 0.975 0.99 0.995

    αν 0.995 0.99 0.975 0.95 0.90 0.10 0.05 0.025 0.01 0.0051 0.000 0.000 0.001 0.004 0.016 2.706 3.841 5.024 6.635 7.8792 0.010 0.020 0.051 0.103 0.211 4.605 5.991 7.378 9.210 10.5973 0.072 0.115 0.216 0.352 0.584 6.251 7.815 9.348 11.345 12.8384 0.207 0.297 0.484 0.711 1.064 7.779 9.488 11.143 13.277 14.8605 0.412 0.554 0.831 1.145 1.610 9.236 11.070 12.833 15.086 16.7506 0.676 0.872 1.237 1.635 2.204 10.645 12.592 14.449 16.812 18.5487 0.989 1.239 1.690 2.167 2.833 12.017 14.067 16.013 18.475 20.2788 1.344 1.646 2.180 2.733 3.490 13.362 15.507 17.535 20.090 21.9559 1.735 2.088 2.700 3.325 4.168 14.684 16.919 19.023 21.666 23.589

    10 2.156 2.558 3.247 3.940 4.865 15.987 18.307 20.483 23.209 25.18811 2.603 3.053 3.816 4.575 5.578 17.275 19.675 21.920 24.725 26.75712 3.074 3.571 4.404 5.226 6.304 18.549 21.026 23.337 26.217 28.30013 3.565 4.107 5.009 5.892 7.042 19.812 22.362 24.736 27.688 29.81914 4.075 4.660 5.629 6.571 7.790 21.064 23.685 26.119 29.141 31.31915 4.601 5.229 6.262 7.261 8.547 22.307 24.996 27.488 30.578 32.80116 5.142 5.812 6.908 7.962 9.312 23.542 26.296 28.845 32.000 34.26717 5.697 6.408 7.564 8.672 10.085 24.769 27.587 30.191 33.409 35.71818 6.265 7.015 8.231 9.390 10.865 25.989 28.869 31.526 34.805 37.15619 6.844 7.633 8.907 10.117 11.651 27.204 30.144 32.852 36.191 38.58220 7.434 8.260 9.591 10.851 12.443 28.412 31.410 34.170 37.566 39.99721 8.034 8.897 10.283 11.591 13.240 29.615 32.671 35.479 38.932 41.40122 8.643 9.542 10.982 12.338 14.041 30.813 33.924 36.781 40.289 42.79623 9.260 10.196 11.689 13.091 14.848 32.007 35.172 38.076 41.638 44.18124 9.886 10.856 12.401 13.848 15.659 33.196 36.415 39.364 42.980 45.55925 10.520 11.524 13.120 14.611 16.473 34.382 37.652 40.646 44.314 46.92826 11.160 12.198 13.844 15.379 17.292 35.563 38.885 41.923 45.642 48.29027 11.808 12.879 14.573 16.151 18.114 36.741 40.113 43.195 46.963 49.64528 12.461 13.565 15.308 16.928 18.939 37.916 41.337 44.461 48.278 50.99329 13.121 14.256 16.047 17.708 19.768 39.087 42.557 45.722 49.588 52.33630 13.787 14.953 16.791 18.493 20.599 40.256 43.773 46.979 50.892 53.67231 14.458 15.655 17.539 19.281 21.434 41.422 44.985 48.232 52.191 55.00332 15.134 16.362 18.291 20.072 22.271 42.585 46.194 49.480 53.486 56.32833 15.815 17.074 19.047 20.867 23.110 43.745 47.400 50.725 54.776 57.64834 16.501 17.789 19.806 21.664 23.952 44.903 48.602 51.966 56.061 58.96435 17.192 18.509 20.569 22.465 24.797 46.059 49.802 53.203 57.342 60.27536 17.887 19.233 21.336 23.269 25.643 47.212 50.998 54.437 58.619 61.58137 18.586 19.960 22.106 24.075 26.492 48.363 52.192 55.668 59.893 62.88338 19.289 20.691 22.878 24.884 27.343 49.513 53.384 56.896 61.162 64.18139 19.996 21.426 23.654 25.695 28.196 50.660 54.572 58.120 62.428 65.47640 20.707 22.164 24.433 26.509 29.051 51.805 55.758 59.342 63.691 66.76650 27.991 29.707 32.357 34.764 37.689 63.167 67.505 71.420 76.154 79.49075 47.206 49.475 52.942 56.054 59.795 91.061 96.217 100.839 106.393 110.286

    100 67.328 70.065 74.222 77.929 82.358 118.498 124.342 129.561 135.807 140.169

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 14

    7. Distribución F

    F ∼ Fν1,ν2

    p = P (F ≤ f) =∫ f

    0

    φF (u)du = 1− α

    donde

    φF (u) =Γ

    (ν1+ν2

    2

    ν1/21 ν

    ν2/22

    Γ(ν1/2)Γ(ν2/2)u(ν1/2)−1(ν2 + ν1u)−(ν1+ν2)/2 0 f

    p α

    Nota: Si F ∼ Fν1,ν2 , entonces,

    p = P (F ≤ F(1−α;ν1,ν2)) = P(

    F ≤ 1F(α;ν2,ν1)

    )= 1− α

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 15

    Tab

    la7A

    .V

    alor

    escŕ

    ıtic

    osF

    (α;ν

    1,ν

    2)

    dela

    dist

    ribu

    ción

    F.

    p=

    0.9

    =0.1

    0ν1

    ν2

    12

    34

    56

    78

    910

    12

    15

    20

    25

    50

    75

    100

    ∞1

    39.8

    649.5

    053.5

    955.8

    357.2

    458.2

    058.9

    159.4

    459.8

    660.1

    960.7

    161.2

    261.7

    462.0

    562.6

    962.9

    063.0

    163.3

    22

    8.5

    39.0

    09.1

    69.2

    49.2

    99.3

    39.3

    59.3

    79.3

    89.3

    99.4

    19.4

    29.4

    49.4

    59.4

    79.4

    89.4

    89.4

    93

    5.5

    45.4

    65.3

    95.3

    45.3

    15.2

    85.2

    75.2

    55.2

    45.2

    35.2

    25.2

    05.1

    85.1

    75.1

    55.1

    55.1

    45.1

    34

    4.5

    44.3

    24.1

    94.1

    14.0

    54.0

    13.9

    83.9

    53.9

    43.9

    23.9

    03.8

    73.8

    43.8

    33.8

    03.7

    83.7

    83.7

    65

    4.0

    63.7

    83.6

    23.5

    23.4

    53.4

    03.3

    73.3

    43.3

    23.3

    03.2

    73.2

    43.2

    13.1

    93.1

    53.1

    33.1

    33.1

    16

    3.7

    83.4

    63.2

    93.1

    83.1

    13.0

    53.0

    12.9

    82.9

    62.9

    42.9

    02.8

    72.8

    42.8

    12.7

    72.7

    52.7

    52.7

    27

    3.5

    93.2

    63.0

    72.9

    62.8

    82.8

    32.7

    82.7

    52.7

    22.7

    02.6

    72.6

    32.5

    92.5

    72.5

    22.5

    12.5

    02.4

    78

    3.4

    63.1

    12.9

    22.8

    12.7

    32.6

    72.6

    22.5

    92.5

    62.5

    42.5

    02.4

    62.4

    22.4

    02.3

    52.3

    32.3

    22.2

    99

    3.3

    63.0

    12.8

    12.6

    92.6

    12.5

    52.5

    12.4

    72.4

    42.4

    22.3

    82.3

    42.3

    02.2

    72.2

    22.2

    02.1

    92.1

    610

    3.2

    92.9

    22.7

    32.6

    12.5

    22.4

    62.4

    12.3

    82.3

    52.3

    22.2

    82.2

    42.2

    02.1

    72.1

    22.1

    02.0

    92.0

    611

    3.2

    32.8

    62.6

    62.5

    42.4

    52.3

    92.3

    42.3

    02.2

    72.2

    52.2

    12.1

    72.1

    22.1

    02.0

    42.0

    22.0

    11.9

    712

    3.1

    82.8

    12.6

    12.4

    82.3

    92.3

    32.2

    82.2

    42.2

    12.1

    92.1

    52.1

    02.0

    62.0

    31.9

    71.9

    51.9

    41.9

    013

    3.1

    42.7

    62.5

    62.4

    32.3

    52.2

    82.2

    32.2

    02.1

    62.1

    42.1

    02.0

    52.0

    11.9

    81.9

    21.8

    91.8

    81.8

    514

    3.1

    02.7

    32.5

    22.3

    92.3

    12.2

    42.1

    92.1

    52.1

    22.1

    02.0

    52.0

    11.9

    61.9

    31.8

    71.8

    51.8

    31.8

    015

    3.0

    72.7

    02.4

    92.3

    62.2

    72.2

    12.1

    62.1

    22.0

    92.0

    62.0

    21.9

    71.9

    21.8

    91.8

    31.8

    01.7

    91.7

    616

    3.0

    52.6

    72.4

    62.3

    32.2

    42.1

    82.1

    32.0

    92.0

    62.0

    31.9

    91.9

    41.8

    91.8

    61.7

    91.7

    71.7

    61.7

    217

    3.0

    32.6

    42.4

    42.3

    12.2

    22.1

    52.1

    02.0

    62.0

    32.0

    01.9

    61.9

    11.8

    61.8

    31.7

    61.7

    41.7

    31.6

    918

    3.0

    12.6

    22.4

    22.2

    92.2

    02.1

    32.0

    82.0

    42.0

    01.9

    81.9

    31.8

    91.8

    41.8

    01.7

    41.7

    11.7

    01.6

    619

    2.9

    92.6

    12.4

    02.2

    72.1

    82.1

    12.0

    62.0

    21.9

    81.9

    61.9

    11.8

    61.8

    11.7

    81.7

    11.6

    91.6

    71.6

    320

    2.9

    72.5

    92.3

    82.2

    52.1

    62.0

    92.0

    42.0

    01.9

    61.9

    41.8

    91.8

    41.7

    91.7

    61.6

    91.6

    61.6

    51.6

    121

    2.9

    62.5

    72.3

    62.2

    32.1

    42.0

    82.0

    21.9

    81.9

    51.9

    21.8

    71.8

    31.7

    81.7

    41.6

    71.6

    41.6

    31.5

    922

    2.9

    52.5

    62.3

    52.2

    22.1

    32.0

    62.0

    11.9

    71.9

    31.9

    01.8

    61.8

    11.7

    61.7

    31.6

    51.6

    31.6

    11.5

    723

    2.9

    42.5

    52.3

    42.2

    12.1

    12.0

    51.9

    91.9

    51.9

    21.8

    91.8

    41.8

    01.7

    41.7

    11.6

    41.6

    11.5

    91.5

    524

    2.9

    32.5

    42.3

    32.1

    92.1

    02.0

    41.9

    81.9

    41.9

    11.8

    81.8

    31.7

    81.7

    31.7

    01.6

    21.5

    91.5

    81.5

    325

    2.9

    22.5

    32.3

    22.1

    82.0

    92.0

    21.9

    71.9

    31.8

    91.8

    71.8

    21.7

    71.7

    21.6

    81.6

    11.5

    81.5

    61.5

    226

    2.9

    12.5

    22.3

    12.1

    72.0

    82.0

    11.9

    61.9

    21.8

    81.8

    61.8

    11.7

    61.7

    11.6

    71.5

    91.5

    71.5

    51.5

    027

    2.9

    02.5

    12.3

    02.1

    72.0

    72.0

    01.9

    51.9

    11.8

    71.8

    51.8

    01.7

    51.7

    01.6

    61.5

    81.5

    51.5

    41.4

    928

    2.8

    92.5

    02.2

    92.1

    62.0

    62.0

    01.9

    41.9

    01.8

    71.8

    41.7

    91.7

    41.6

    91.6

    51.5

    71.5

    41.5

    31.4

    829

    2.8

    92.5

    02.2

    82.1

    52.0

    61.9

    91.9

    31.8

    91.8

    61.8

    31.7

    81.7

    31.6

    81.6

    41.5

    61.5

    31.5

    21.4

    730

    2.8

    82.4

    92.2

    82.1

    42.0

    51.9

    81.9

    31.8

    81.8

    51.8

    21.7

    71.7

    21.6

    71.6

    31.5

    51.5

    21.5

    11.4

    640

    2.8

    42.4

    42.2

    32.0

    92.0

    01.9

    31.8

    71.8

    31.7

    91.7

    61.7

    11.6

    61.6

    11.5

    71.4

    81.4

    51.4

    31.3

    860

    2.7

    92.3

    92.1

    82.0

    41.9

    51.8

    71.8

    21.7

    71.7

    41.7

    11.6

    61.6

    01.5

    41.5

    01.4

    11.3

    81.3

    61.2

    980

    2.7

    72.3

    72.1

    52.0

    21.9

    21.8

    51.7

    91.7

    51.7

    11.6

    81.6

    31.5

    71.5

    11.4

    71.3

    81.3

    41.3

    21.2

    5100

    2.7

    62.3

    62.1

    42.0

    01.9

    11.8

    31.7

    81.7

    31.6

    91.6

    61.6

    11.5

    61.4

    91.4

    51.3

    51.3

    21.2

    91.2

    2120

    2.7

    52.3

    52.1

    31.9

    91.9

    01.8

    21.7

    71.7

    21.6

    81.6

    51.6

    01.5

    51.4

    81.4

    41.3

    41.3

    01.2

    81.1

    9∞

    2.7

    12.3

    02.0

    81.9

    51.8

    51.7

    71.7

    21.6

    71.6

    31.6

    01.5

    51.4

    91.4

    21.3

    81.2

    61.2

    21.1

    91.0

    3

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 16

    Tab

    la7B

    .V

    alor

    escŕ

    ıtic

    osF

    (α;ν

    1,ν

    2)

    dela

    dist

    ribu

    ción

    F.

    p=

    0.9

    =0.0

    5ν1

    ν2

    12

    34

    56

    78

    910

    12

    15

    20

    25

    50

    75

    100

    ∞1

    161.4

    5199.5

    0215.7

    1224.5

    8230.1

    6233.9

    9236.7

    7238.8

    8240.5

    4241.8

    8243.9

    1245.9

    5248.0

    1249.2

    6251.7

    7252.6

    2253.0

    4254.3

    02

    18.5

    119.0

    019.1

    619.2

    519.3

    019.3

    319.3

    519.3

    719.3

    819.4

    019.4

    119.4

    319.4

    519.4

    619.4

    819.4

    819.4

    919.5

    03

    10.1

    39.5

    59.2

    89.1

    29.0

    18.9

    48.8

    98.8

    58.8

    18.7

    98.7

    48.7

    08.6

    68.6

    38.5

    88.5

    68.5

    58.5

    34

    7.7

    16.9

    46.5

    96.3

    96.2

    66.1

    66.0

    96.0

    46.0

    05.9

    65.9

    15.8

    65.8

    05.7

    75.7

    05.6

    85.6

    65.6

    35

    6.6

    15.7

    95.4

    15.1

    95.0

    54.9

    54.8

    84.8

    24.7

    74.7

    44.6

    84.6

    24.5

    64.5

    24.4

    44.4

    24.4

    14.3

    76

    5.9

    95.1

    44.7

    64.5

    34.3

    94.2

    84.2

    14.1

    54.1

    04.0

    64.0

    03.9

    43.8

    73.8

    33.7

    53.7

    33.7

    13.6

    77

    5.5

    94.7

    44.3

    54.1

    23.9

    73.8

    73.7

    93.7

    33.6

    83.6

    43.5

    73.5

    13.4

    43.4

    03.3

    23.2

    93.2

    73.2

    38

    5.3

    24.4

    64.0

    73.8

    43.6

    93.5

    83.5

    03.4

    43.3

    93.3

    53.2

    83.2

    23.1

    53.1

    13.0

    22.9

    92.9

    72.9

    39

    5.1

    24.2

    63.8

    63.6

    33.4

    83.3

    73.2

    93.2

    33.1

    83.1

    43.0

    73.0

    12.9

    42.8

    92.8

    02.7

    72.7

    62.7

    110

    4.9

    64.1

    03.7

    13.4

    83.3

    33.2

    23.1

    43.0

    73.0

    22.9

    82.9

    12.8

    52.7

    72.7

    32.6

    42.6

    02.5

    92.5

    411

    4.8

    43.9

    83.5

    93.3

    63.2

    03.0

    93.0

    12.9

    52.9

    02.8

    52.7

    92.7

    22.6

    52.6

    02.5

    12.4

    72.4

    62.4

    112

    4.7

    53.8

    93.4

    93.2

    63.1

    13.0

    02.9

    12.8

    52.8

    02.7

    52.6

    92.6

    22.5

    42.5

    02.4

    02.3

    72.3

    52.3

    013

    4.6

    73.8

    13.4

    13.1

    83.0

    32.9

    22.8

    32.7

    72.7

    12.6

    72.6

    02.5

    32.4

    62.4

    12.3

    12.2

    82.2

    62.2

    114

    4.6

    03.7

    43.3

    43.1

    12.9

    62.8

    52.7

    62.7

    02.6

    52.6

    02.5

    32.4

    62.3

    92.3

    42.2

    42.2

    12.1

    92.1

    315

    4.5

    43.6

    83.2

    93.0

    62.9

    02.7

    92.7

    12.6

    42.5

    92.5

    42.4

    82.4

    02.3

    32.2

    82.1

    82.1

    42.1

    22.0

    716

    4.4

    93.6

    33.2

    43.0

    12.8

    52.7

    42.6

    62.5

    92.5

    42.4

    92.4

    22.3

    52.2

    82.2

    32.1

    22.0

    92.0

    72.0

    117

    4.4

    53.5

    93.2

    02.9

    62.8

    12.7

    02.6

    12.5

    52.4

    92.4

    52.3

    82.3

    12.2

    32.1

    82.0

    82.0

    42.0

    21.9

    618

    4.4

    13.5

    53.1

    62.9

    32.7

    72.6

    62.5

    82.5

    12.4

    62.4

    12.3

    42.2

    72.1

    92.1

    42.0

    42.0

    01.9

    81.9

    219

    4.3

    83.5

    23.1

    32.9

    02.7

    42.6

    32.5

    42.4

    82.4

    22.3

    82.3

    12.2

    32.1

    62.1

    12.0

    01.9

    61.9

    41.8

    820

    4.3

    53.4

    93.1

    02.8

    72.7

    12.6

    02.5

    12.4

    52.3

    92.3

    52.2

    82.2

    02.1

    22.0

    71.9

    71.9

    31.9

    11.8

    421

    4.3

    23.4

    73.0

    72.8

    42.6

    82.5

    72.4

    92.4

    22.3

    72.3

    22.2

    52.1

    82.1

    02.0

    51.9

    41.9

    01.8

    81.8

    122

    4.3

    03.4

    43.0

    52.8

    22.6

    62.5

    52.4

    62.4

    02.3

    42.3

    02.2

    32.1

    52.0

    72.0

    21.9

    11.8

    71.8

    51.7

    823

    4.2

    83.4

    23.0

    32.8

    02.6

    42.5

    32.4

    42.3

    72.3

    22.2

    72.2

    02.1

    32.0

    52.0

    01.8

    81.8

    41.8

    21.7

    624

    4.2

    63.4

    03.0

    12.7

    82.6

    22.5

    12.4

    22.3

    62.3

    02.2

    52.1

    82.1

    12.0

    31.9

    71.8

    61.8

    21.8

    01.7

    325

    4.2

    43.3

    92.9

    92.7

    62.6

    02.4

    92.4

    02.3

    42.2

    82.2

    42.1

    62.0

    92.0

    11.9

    61.8

    41.8

    01.7

    81.7

    126

    4.2

    33.3

    72.9

    82.7

    42.5

    92.4

    72.3

    92.3

    22.2

    72.2

    22.1

    52.0

    71.9

    91.9

    41.8

    21.7

    81.7

    61.6

    927

    4.2

    13.3

    52.9

    62.7

    32.5

    72.4

    62.3

    72.3

    12.2

    52.2

    02.1

    32.0

    61.9

    71.9

    21.8

    11.7

    61.7

    41.6

    728

    4.2

    03.3

    42.9

    52.7

    12.5

    62.4

    52.3

    62.2

    92.2

    42.1

    92.1

    22.0

    41.9

    61.9

    11.7

    91.7

    51.7

    31.6

    529

    4.1

    83.3

    32.9

    32.7

    02.5

    52.4

    32.3

    52.2

    82.2

    22.1

    82.1

    02.0

    31.9

    41.8

    91.7

    71.7

    31.7

    11.6

    430

    4.1

    73.3

    22.9

    22.6

    92.5

    32.4

    22.3

    32.2

    72.2

    12.1

    62.0

    92.0

    11.9

    31.8

    81.7

    61.7

    21.7

    01.6

    240

    4.0

    83.2

    32.8

    42.6

    12.4

    52.3

    42.2

    52.1

    82.1

    22.0

    82.0

    01.9

    21.8

    41.7

    81.6

    61.6

    11.5

    91.5

    160

    4.0

    03.1

    52.7

    62.5

    32.3

    72.2

    52.1

    72.1

    02.0

    41.9

    91.9

    21.8

    41.7

    51.6

    91.5

    61.5

    11.4

    81.3

    980

    3.9

    63.1

    12.7

    22.4

    92.3

    32.2

    12.1

    32.0

    62.0

    01.9

    51.8

    81.7

    91.7

    01.6

    41.5

    11.4

    51.4

    31.3

    3100

    3.9

    43.0

    92.7

    02.4

    62.3

    12.1

    92.1

    02.0

    31.9

    71.9

    31.8

    51.7

    71.6

    81.6

    21.4

    81.4

    21.3

    91.2

    8120

    3.9

    23.0

    72.6

    82.4

    52.2

    92.1

    82.0

    92.0

    21.9

    61.9

    11.8

    31.7

    51.6

    61.6

    01.4

    61.4

    01.3

    71.2

    6∞

    3.8

    43.0

    02.6

    12.3

    72.2

    12.1

    02.0

    11.9

    41.8

    81.8

    31.7

    51.6

    71.5

    71.5

    11.3

    51.2

    81.2

    51.0

    3

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 17

    Tab

    la7C

    .V

    alor

    escŕ

    ıtic

    osF

    (α;ν

    1,ν

    2)

    dela

    dist

    ribu

    ción

    F.

    p=

    0.9

    75

    α=

    0.0

    25

    ν1

    ν2

    12

    34

    56

    78

    910

    12

    15

    20

    25

    50

    75

    100

    ∞1

    648.

    799.

    864.

    900.

    922.

    937.

    948.

    957.

    963.

    969.

    977.

    985.

    993.

    998.

    1008.

    1011.

    1013.

    1018.

    238.5

    139.0

    039.1

    739.2

    539.3

    039.3

    339.3

    639.3

    739.3

    939.4

    039.4

    139.4

    339.4

    539.4

    639.4

    839.4

    839.4

    939.5

    03

    17.4

    416.0

    415.4

    415.1

    014.8

    814.7

    314.6

    214.5

    414.4

    714.4

    214.3

    414.2

    514.1

    714.1

    214.0

    113.9

    713.9

    613.9

    04

    12.2

    210.6

    59.9

    89.6

    09.3

    69.2

    09.0

    78.9

    88.9

    08.8

    48.7

    58.6

    68.5

    68.5

    08.3

    88.3

    48.3

    28.2

    65

    10.0

    18.4

    37.7

    67.3

    97.1

    56.9

    86.8

    56.7

    66.6

    86.6

    26.5

    26.4

    36.3

    36.2

    76.1

    46.1

    06.0

    86.0

    26

    8.8

    17.2

    66.6

    06.2

    35.9

    95.8

    25.7

    05.6

    05.5

    25.4

    65.3

    75.2

    75.1

    75.1

    14.9

    84.9

    44.9

    24.8

    57

    8.0

    76.5

    45.8

    95.5

    25.2

    95.1

    24.9

    94.9

    04.8

    24.7

    64.6

    74.5

    74.4

    74.4

    04.2

    84.2

    34.2

    14.1

    48

    7.5

    76.0

    65.4

    25.0

    54.8

    24.6

    54.5

    34.4

    34.3

    64.3

    04.2

    04.1

    04.0

    03.9

    43.8

    13.7

    63.7

    43.6

    79

    7.2

    15.7

    15.0

    84.7

    24.4

    84.3

    24.2

    04.1

    04.0

    33.9

    63.8

    73.7

    73.6

    73.6

    03.4

    73.4

    33.4

    03.3

    310

    6.9

    45.4

    64.8

    34.4

    74.2

    44.0

    73.9

    53.8

    53.7

    83.7

    23.6

    23.5

    23.4

    23.3

    53.2

    23.1

    83.1

    53.0

    811

    6.7

    25.2

    64.6

    34.2

    84.0

    43.8

    83.7

    63.6

    63.5

    93.5

    33.4

    33.3

    33.2

    33.1

    63.0

    32.9

    82.9

    62.8

    812

    6.5

    55.1

    04.4

    74.1

    23.8

    93.7

    33.6

    13.5

    13.4

    43.3

    73.2

    83.1

    83.0

    73.0

    12.8

    72.8

    22.8

    02.7

    313

    6.4

    14.9

    74.3

    54.0

    03.7

    73.6

    03.4

    83.3

    93.3

    13.2

    53.1

    53.0

    52.9

    52.8

    82.7

    42.7

    02.6

    72.6

    014

    6.3

    04.8

    64.2

    43.8

    93.6

    63.5

    03.3

    83.2

    93.2

    13.1

    53.0

    52.9

    52.8

    42.7

    82.6

    42.5

    92.5

    62.4

    915

    6.2

    04.7

    74.1

    53.8

    03.5

    83.4

    13.2

    93.2

    03.1

    23.0

    62.9

    62.8

    62.7

    62.6

    92.5

    52.5

    02.4

    72.4

    016

    6.1

    24.6

    94.0

    83.7

    33.5

    03.3

    43.2

    23.1

    23.0

    52.9

    92.8

    92.7

    92.6

    82.6

    12.4

    72.4

    22.4

    02.3

    217

    6.0

    44.6

    24.0

    13.6

    63.4

    43.2

    83.1

    63.0

    62.9

    82.9

    22.8

    22.7

    22.6

    22.5

    52.4

    12.3

    52.3

    32.2

    518

    5.9

    84.5

    63.9

    53.6

    13.3

    83.2

    23.1

    03.0

    12.9

    32.8

    72.7

    72.6

    72.5

    62.4

    92.3

    52.3

    02.2

    72.1

    919

    5.9

    24.5

    13.9

    03.5

    63.3

    33.1

    73.0

    52.9

    62.8

    82.8

    22.7

    22.6

    22.5

    12.4

    42.3

    02.2

    42.2

    22.1

    320

    5.8

    74.4

    63.8

    63.5

    13.2

    93.1

    33.0

    12.9

    12.8

    42.7

    72.6

    82.5

    72.4

    62.4

    02.2

    52.2

    02.1

    72.0

    921

    5.8

    34.4

    23.8

    23.4

    83.2

    53.0

    92.9

    72.8

    72.8

    02.7

    32.6

    42.5

    32.4

    22.3

    62.2

    12.1

    62.1

    32.0

    422

    5.7

    94.3

    83.7

    83.4

    43.2

    23.0

    52.9

    32.8

    42.7

    62.7

    02.6

    02.5

    02.3

    92.3

    22.1

    72.1

    22.0

    92.0

    023

    5.7

    54.3

    53.7

    53.4

    13.1

    83.0

    22.9

    02.8

    12.7

    32.6

    72.5

    72.4

    72.3

    62.2

    92.1

    42.0

    82.0

    61.9

    724

    5.7

    24.3

    23.7

    23.3

    83.1

    52.9

    92.8

    72.7

    82.7

    02.6

    42.5

    42.4

    42.3

    32.2

    62.1

    12.0

    52.0

    21.9

    425

    5.6

    94.2

    93.6

    93.3

    53.1

    32.9

    72.8

    52.7

    52.6

    82.6

    12.5

    12.4

    12.3

    02.2

    32.0

    82.0

    22.0

    01.9

    126

    5.6

    64.2

    73.6

    73.3

    33.1

    02.9

    42.8

    22.7

    32.6

    52.5

    92.4

    92.3

    92.2

    82.2

    12.0

    52.0

    01.9

    71.8

    827

    5.6

    34.2

    43.6

    53.3

    13.0

    82.9

    22.8

    02.7

    12.6

    32.5

    72.4

    72.3

    62.2

    52.1

    82.0

    31.9

    71.9

    41.8

    528

    5.6

    14.2

    23.6

    33.2

    93.0

    62.9

    02.7

    82.6

    92.6

    12.5

    52.4

    52.3

    42.2

    32.1

    62.0

    11.9

    51.9

    21.8

    329

    5.5

    94.2

    03.6

    13.2

    73.0

    42.8

    82.7

    62.6

    72.5

    92.5

    32.4

    32.3

    22.2

    12.1

    41.9

    91.9

    31.9

    01.8

    130

    5.5

    74.1

    83.5

    93.2

    53.0

    32.8

    72.7

    52.6

    52.5

    72.5

    12.4

    12.3

    12.2

    02.1

    21.9

    71.9

    11.8

    81.7

    940

    5.4

    24.0

    53.4

    63.1

    32.9

    02.7

    42.6

    22.5

    32.4

    52.3

    92.2

    92.1

    82.0

    71.9

    91.8

    31.7

    71.7

    41.6

    460

    5.2

    93.9

    33.3

    43.0

    12.7

    92.6

    32.5

    12.4

    12.3

    32.2

    72.1

    72.0

    61.9

    41.8

    71.7

    01.6

    31.6

    01.4

    880

    5.2

    23.8

    63.2

    82.9

    52.7

    32.5

    72.4

    52.3

    52.2

    82.2

    12.1

    12.0

    01.8

    81.8

    11.6

    31.5

    61.5

    31.4

    0100

    5.1

    83.8

    33.2

    52.9

    22.7

    02.5

    42.4

    22.3

    22.2

    42.1

    82.0

    81.9

    71.8

    51.7

    71.5

    91.5

    21.4

    81.3

    5120

    5.1

    53.8

    03.2

    32.8

    92.6

    72.5

    22.3

    92.3

    02.2

    22.1

    62.0

    51.9

    41.8

    21.7

    51.5

    61.4

    91.4

    51.3

    1∞

    5.0

    33.6

    93.1

    22.7

    92.5

    72.4

    12.2

    92.1

    92.1

    12.0

    51.9

    51.8

    31.7

    11.6

    31.4

    31.3

    51.3

    01.0

    4

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 18

    Tab

    la7D

    .V

    alor

    escŕ

    ıtic

    osF

    (α;ν

    1,ν

    2)

    dela

    dist

    ribu

    ción

    F.

    p=

    0.9

    =0.0

    1ν1

    ν2

    12

    34

    56

    78

    910

    12

    15

    20

    25

    50

    75

    100

    ∞1

    4052.

    4999.

    5403.

    5625.

    5764.

    5859.

    5928.

    5981.

    6022.

    6056.

    6106.

    6157.

    6209.

    6240.

    6303.

    6324.

    6334.

    6366.

    298.5

    099.0

    099.1

    799.2

    599.3

    099.3

    399.3

    699.3

    799.3

    999.4

    099.4

    299.4

    399.4

    599.4

    699.4

    899.4

    999.4

    999.5

    03

    34.1

    230.8

    229.4

    628.7

    128.2

    427.9

    127.6

    727.4

    927.3

    527.2

    327.0

    526.8

    726.6

    926.5

    826.3

    526.2

    826.2

    426.1

    34

    21.2

    018.0

    016.6

    915.9

    815.5

    215.2

    114.9

    814.8

    014.6

    614.5

    514.3

    714.2

    014.0

    213.9

    113.6

    913.6

    113.5

    813.4

    65

    16.2

    613.2

    712.0

    611.3

    910.9

    710.6

    710.4

    610.2

    910.1

    610.0

    59.8

    99.7

    29.5

    59.4

    59.2

    49.1

    79.1

    39.0

    26

    13.7

    510.9

    29.7

    89.1

    58.7

    58.4

    78.2

    68.1

    07.9

    87.8

    77.7

    27.5

    67.4

    07.3

    07.0

    97.0

    26.9

    96.8

    87

    12.2

    59.5

    58.4

    57.8

    57.4

    67.1

    96.9

    96.8

    46.7

    26.6

    26.4

    76.3

    16.1

    66.0

    65.8

    65.7

    95.7

    55.6

    58

    11.2

    68.6

    57.5

    97.0

    16.6

    36.3

    76.1

    86.0

    35.9

    15.8

    15.6

    75.5

    25.3

    65.2

    65.0

    75.0

    04.9

    64.8

    69

    10.5

    68.0

    26.9

    96.4

    26.0

    65.8

    05.6

    15.4

    75.3

    55.2

    65.1

    14.9

    64.8

    14.7

    14.5

    24.4

    54.4

    14.3

    110

    10.0

    47.5

    66.5

    55.9

    95.6

    45.3

    95.2

    05.0

    64.9

    44.8

    54.7

    14.5

    64.4

    14.3

    14.1

    24.0

    54.0

    13.9

    111

    9.6

    57.2

    16.2

    25.6

    75.3

    25.0

    74.8

    94.7

    44.6

    34.5

    44.4

    04.2

    54.1

    04.0

    13.8

    13.7

    43.7

    13.6

    012

    9.3

    36.9

    35.9

    55.4

    15.0

    64.8

    24.6

    44.5

    04.3

    94.3

    04.1

    64.0

    13.8

    63.7

    63.5

    73.5

    03.4

    73.3

    613

    9.0

    76.7

    05.7

    45.2

    14.8

    64.6

    24.4

    44.3

    04.1

    94.1

    03.9

    63.8

    23.6

    63.5

    73.3

    83.3

    13.2

    73.1

    714

    8.8

    66.5

    15.5

    65.0

    44.6

    94.4

    64.2

    84.1

    44.0

    33.9

    43.8

    03.6

    63.5

    13.4

    13.2

    23.1

    53.1

    13.0

    115

    8.6

    86.3

    65.4

    24.8

    94.5

    64.3

    24.1

    44.0

    03.8

    93.8

    03.6

    73.5

    23.3

    73.2

    83.0

    83.0

    12.9

    82.8

    716

    8.5

    36.2

    35.2

    94.7

    74.4

    44.2

    04.0

    33.8

    93.7

    83.6

    93.5

    53.4

    13.2

    63.1

    62.9

    72.9

    02.8

    62.7

    517

    8.4

    06.1

    15.1

    84.6

    74.3

    44.1

    03.9

    33.7

    93.6

    83.5

    93.4

    63.3

    13.1

    63.0

    72.8

    72.8

    02.7

    62.6

    518

    8.2

    96.0

    15.0

    94.5

    84.2

    54.0

    13.8

    43.7

    13.6

    03.5

    13.3

    73.2

    33.0

    82.9

    82.7

    82.7

    12.6

    82.5

    719

    8.1

    85.9

    35.0

    14.5

    04.1

    73.9

    43.7

    73.6

    33.5

    23.4

    33.3

    03.1

    53.0

    02.9

    12.7

    12.6

    42.6

    02.4

    920

    8.1

    05.8

    54.9

    44.4

    34.1

    03.8

    73.7

    03.5

    63.4

    63.3

    73.2

    33.0

    92.9

    42.8

    42.6

    42.5

    72.5

    42.4

    221

    8.0

    25.7

    84.8

    74.3

    74.0

    43.8

    13.6

    43.5

    13.4

    03.3

    13.1

    73.0

    32.8

    82.7

    92.5

    82.5

    12.4

    82.3

    622

    7.9

    55.7

    24.8

    24.3

    13.9

    93.7

    63.5

    93.4

    53.3

    53.2

    63.1

    22.9

    82.8

    32.7

    32.5

    32.4

    62.4

    22.3

    123

    7.8

    85.6

    64.7

    64.2

    63.9

    43.7

    13.5

    43.4

    13.3

    03.2

    13.0

    72.9

    32.7

    82.6

    92.4

    82.4

    12.3

    72.2

    624

    7.8

    25.6

    14.7

    24.2

    23.9

    03.6

    73.5

    03.3

    63.2

    63.1

    73.0

    32.8

    92.7

    42.6

    42.4

    42.3

    72.3

    32.2

    125

    7.7

    75.5

    74.6

    84.1

    83.8

    53.6

    33.4

    63.3

    23.2

    23.1

    32.9

    92.8

    52.7

    02.6

    02.4

    02.3

    32.2

    92.1

    726

    7.7

    25.5

    34.6

    44.1

    43.8

    23.5

    93.4

    23.2

    93.1

    83.0

    92.9

    62.8

    12.6

    62.5

    72.3

    62.2

    92.2

    52.1

    327

    7.6

    85.4

    94.6

    04.1

    13.7

    83.5

    63.3

    93.2

    63.1

    53.0

    62.9

    32.7

    82.6

    32.5

    42.3

    32.2

    62.2

    22.1

    028

    7.6

    45.4

    54.5

    74.0

    73.7

    53.5

    33.3

    63.2

    33.1

    23.0

    32.9

    02.7

    52.6

    02.5

    12.3

    02.2

    32.1

    92.0

    729

    7.6

    05.4

    24.5

    44.0

    43.7

    33.5

    03.3

    33.2

    03.0

    93.0

    02.8

    72.7

    32.5

    72.4

    82.2

    72.2

    02.1

    62.0

    430

    7.5

    65.3

    94.5

    14.0

    23.7

    03.4

    73.3

    03.1

    73.0

    72.9

    82.8

    42.7

    02.5

    52.4

    52.2

    52.1

    72.1

    32.0

    140

    7.3

    15.1

    84.3

    13.8

    33.5

    13.2

    93.1

    22.9

    92.8

    92.8

    02.6

    62.5

    22.3

    72.2

    72.0

    61.9

    81.9

    41.8

    160

    7.0

    84.9

    84.1

    33.6

    53.3

    43.1

    22.9

    52.8

    22.7

    22.6

    32.5

    02.3

    52.2

    02.1

    01.8

    81.7

    91.7

    51.6

    080

    6.9

    64.8

    84.0

    43.5

    63.2

    63.0

    42.8

    72.7

    42.6

    42.5

    52.4

    22.2

    72.1

    22.0

    11.7

    91.7

    01.6

    51.5

    0100

    6.9

    04.8

    23.9

    83.5

    13.2

    12.9

    92.8

    22.6

    92.5

    92.5

    02.3

    72.2

    22.0

    71.9

    71.7

    41.6

    51.6

    01.4

    3120

    6.8

    54.7

    93.9

    53.4

    83.1

    72.9

    62.7

    92.6

    62.5

    62.4

    72.3

    42.1

    92.0

    31.9

    31.7

    01.6

    11.5

    61.3

    8∞

    6.6

    44.6

    13.7

    83.3

    23.0

    22.8

    02.6

    42.5

    12.4

    12.3

    22.1

    92.0

    41.8

    81.7

    71.5

    31.4

    21.3

    61.0

    5

    c© E. Barrios y J. A. Garćıa v. 0.90

  • Tablas de Probabilidades 19

    Tab

    la7E

    .V

    alor

    escŕ

    ıtic

    osF

    (α;ν

    1,ν

    2)

    dela

    dist

    ribu

    ción

    F.

    p=

    0.9

    95

    α=

    0.0

    05

    ν1

    ν2

    12

    34

    56

    78

    910

    12

    15

    20

    25

    50

    75

    100

    ∞1

    16211.

    19999.

    21615.

    22500.

    23056.

    23437.

    23715.

    23925.

    24091.

    24224.

    24426.

    24630.

    24836.

    24960.

    25211.

    25295.

    25337.

    25463.

    2198.5

    0199.0

    0199.1

    7199.2

    5199.3

    0199.3

    3199.3

    6199.3

    7199.3

    9199.4

    0199.4

    2199.4

    3199.4

    5199.4

    6199.4

    8199.4

    9199.4

    9199.5

    03

    55.5

    549.8

    047.4

    746.1

    945.3

    944.8

    444.4

    344.1

    343.8

    843.6

    943.3

    943.0

    842.7

    842.5

    942.2

    142.0

    942.0

    241.8

    34

    31.3

    326.2

    824.2

    623.1

    522.4

    621.9

    721.6

    221.3

    521.1

    420.9

    720.7

    020.4

    420.1

    720.0

    019.6

    719.5

    519.5

    019.3

    35

    22.7

    818.3

    116.5

    315.5

    614.9

    414.5

    114.2

    013.9

    613.7

    713.6

    213.3

    813.1

    512.9

    012.7

    612.4

    512.3

    512.3

    012.1

    56

    18.6

    314.5

    412.9

    212.0

    311.4

    611.0

    710.7

    910.5

    710.3

    910.2

    510.0

    39.8

    19.5

    99.4

    59.1

    79.0

    79.0

    38.8

    87

    16.2

    412.4

    010.8

    810.0

    59.5

    29.1

    68.8

    98.6

    88.5

    18.3

    88.1

    87.9

    77.7

    57.6

    27.3

    57.2

    67.2

    27.0

    88

    14.6

    911.0

    49.6

    08.8

    18.3

    07.9

    57.6

    97.5

    07.3

    47.2

    17.0

    16.8

    16.6

    16.4

    86.2

    26.1

    36.0

    95.9

    59

    13.6

    110.1

    18.7

    27.9

    67.4

    77.1

    36.8

    86.6

    96.5

    46.4

    26.2

    36.0

    35.8

    35.7

    15.4

    55.3

    75.3

    25.1

    910

    12.8

    39.4

    38.0

    87.3

    46.8

    76.5

    46.3

    06.1

    25.9

    75.8

    55.6

    65.4

    75.2

    75.1

    54.9

    04.8

    24.7

    74.6

    411

    12.2

    38.9

    17.6

    06.8

    86.4

    26.1

    05.8

    65.6

    85.5

    45.4

    25.2

    45.0

    54.8

    64.7

    44.4

    94.4

    04.3

    64.2

    312

    11.7

    58.5

    17.2

    36.5

    26.0

    75.7

    65.5

    25.3

    55.2

    05.0

    94.9

    14.7

    24.5

    34.4

    14.1

    74.0

    84.0

    43.9

    113

    11.3

    78.1

    96.9

    36.2

    35.7

    95.4

    85.2

    55.0

    84.9

    44.8

    24.6

    44.4

    64.2

    74.1

    53.9

    13.8

    23.7

    83.6

    514

    11.0

    67.9

    26.6

    86.0

    05.5

    65.2

    65.0

    34.8

    64.7

    24.6

    04.4

    34.2

    54.0

    63.9

    43.7

    03.6

    13.5

    73.4

    415

    10.8

    07.7

    06.4

    85.8

    05.3

    75.0

    74.8

    54.6

    74.5