Appendix H — Lower-tail critical values of the \(\chi^2\)-distribution with \(\nu\) degrees of freedom
The following table displays the lower-tail critical values \(c\) for the \(\chi^2\)-distribution with \(\nu\) degrees of freedom and a significance level \(\alpha\): P\((0 \leq X \leq c) = \alpha\).
| \(\nu\) | 0.10 | 0.05 | 0.025 | 0.01 | 0.001 |
|---|---|---|---|---|---|
| 1 | 0.016 | 0.004 | 0.001 | 0.000 | 0.000 |
| 2 | 0.211 | 0.103 | 0.051 | 0.020 | 0.002 |
| 3 | 0.584 | 0.352 | 0.216 | 0.115 | 0.024 |
| 4 | 1.064 | 0.711 | 0.484 | 0.297 | 0.091 |
| 5 | 1.610 | 1.145 | 0.831 | 0.554 | 0.210 |
| 6 | 2.204 | 1.635 | 1.237 | 0.872 | 0.381 |
| 7 | 2.833 | 2.167 | 1.690 | 1.239 | 0.598 |
| 8 | 3.490 | 2.733 | 2.180 | 1.646 | 0.857 |
| 9 | 4.168 | 3.325 | 2.700 | 2.088 | 1.152 |
| 10 | 4.865 | 3.940 | 3.247 | 2.558 | 1.479 |
| 11 | 5.578 | 4.575 | 3.816 | 3.053 | 1.834 |
| 12 | 6.304 | 5.226 | 4.404 | 3.571 | 2.214 |
| 13 | 7.042 | 5.892 | 5.009 | 4.107 | 2.617 |
| 14 | 7.790 | 6.571 | 5.629 | 4.660 | 3.041 |
| 15 | 8.547 | 7.261 | 6.262 | 5.229 | 3.483 |
| 16 | 9.312 | 7.962 | 6.908 | 5.812 | 3.942 |
| 17 | 10.085 | 8.672 | 7.564 | 6.408 | 4.416 |
| 18 | 10.865 | 9.390 | 8.231 | 7.015 | 4.905 |
| 19 | 11.651 | 10.117 | 8.907 | 7.633 | 5.407 |
| 20 | 12.443 | 10.851 | 9.591 | 8.260 | 5.921 |
| 21 | 13.240 | 11.591 | 10.283 | 8.897 | 6.447 |
| 22 | 14.041 | 12.338 | 10.982 | 9.542 | 6.983 |
| 23 | 14.848 | 13.091 | 11.689 | 10.196 | 7.529 |
| 24 | 15.659 | 13.848 | 12.401 | 10.856 | 8.085 |
| 25 | 16.473 | 14.611 | 13.120 | 11.524 | 8.649 |
| 26 | 17.292 | 15.379 | 13.844 | 12.198 | 9.222 |
| 27 | 18.114 | 16.151 | 14.573 | 12.879 | 9.803 |
| 28 | 18.939 | 16.928 | 15.308 | 13.565 | 10.391 |
| 29 | 19.768 | 17.708 | 16.047 | 14.256 | 10.986 |
| 30 | 20.599 | 18.493 | 16.791 | 14.953 | 11.588 |
| 31 | 21.434 | 19.281 | 17.539 | 15.655 | 12.196 |
| 32 | 22.271 | 20.072 | 18.291 | 16.362 | 12.811 |
| 33 | 23.110 | 20.867 | 19.047 | 17.074 | 13.431 |
| 34 | 23.952 | 21.664 | 19.806 | 17.789 | 14.057 |
| 35 | 24.797 | 22.465 | 20.569 | 18.509 | 14.688 |
| 36 | 25.643 | 23.269 | 21.336 | 19.233 | 15.324 |
| 37 | 26.492 | 24.075 | 22.106 | 19.960 | 15.965 |
| 38 | 27.343 | 24.884 | 22.878 | 20.691 | 16.611 |
| 39 | 28.196 | 25.695 | 23.654 | 21.426 | 17.262 |
| 40 | 29.051 | 26.509 | 24.433 | 22.164 | 17.916 |
| 41 | 29.907 | 27.326 | 25.215 | 22.906 | 18.575 |
| 42 | 30.765 | 28.144 | 25.999 | 23.650 | 19.239 |
| 43 | 31.625 | 28.965 | 26.785 | 24.398 | 19.906 |
| 44 | 32.487 | 29.787 | 27.575 | 25.148 | 20.576 |
| 45 | 33.350 | 30.612 | 28.366 | 25.901 | 21.251 |
| 46 | 34.215 | 31.439 | 29.160 | 26.657 | 21.929 |
| 47 | 35.081 | 32.268 | 29.956 | 27.416 | 22.610 |
| 48 | 35.949 | 33.098 | 30.755 | 28.177 | 23.295 |
| 49 | 36.818 | 33.930 | 31.555 | 28.941 | 23.983 |
| 50 | 37.689 | 34.764 | 32.357 | 29.707 | 24.674 |
| 51 | 38.560 | 35.600 | 33.162 | 30.475 | 25.368 |
| 52 | 39.433 | 36.437 | 33.968 | 31.246 | 26.065 |
| 53 | 40.308 | 37.276 | 34.776 | 32.018 | 26.765 |
| 54 | 41.183 | 38.116 | 35.586 | 32.793 | 27.468 |
| 55 | 42.060 | 38.958 | 36.398 | 33.570 | 28.173 |
| 56 | 42.937 | 39.801 | 37.212 | 34.350 | 28.881 |
| 57 | 43.816 | 40.646 | 38.027 | 35.131 | 29.592 |
| 58 | 44.696 | 41.492 | 38.844 | 35.913 | 30.305 |
| 59 | 45.577 | 42.339 | 39.662 | 36.698 | 31.020 |
| 60 | 46.459 | 43.188 | 40.482 | 37.485 | 31.738 |
| 61 | 47.342 | 44.038 | 41.303 | 38.273 | 32.459 |
| 62 | 48.226 | 44.889 | 42.126 | 39.063 | 33.181 |
| 63 | 49.111 | 45.741 | 42.950 | 39.855 | 33.906 |
| 64 | 49.996 | 46.595 | 43.776 | 40.649 | 34.633 |
| 65 | 50.883 | 47.450 | 44.603 | 41.444 | 35.362 |
| 66 | 51.770 | 48.305 | 45.431 | 42.240 | 36.093 |
| 67 | 52.659 | 49.162 | 46.261 | 43.038 | 36.826 |
| 68 | 53.548 | 50.020 | 47.092 | 43.838 | 37.561 |
| 69 | 54.438 | 50.879 | 47.924 | 44.639 | 38.298 |
| 70 | 55.329 | 51.739 | 48.758 | 45.442 | 39.036 |
| 71 | 56.221 | 52.600 | 49.592 | 46.246 | 39.777 |
| 72 | 57.113 | 53.462 | 50.428 | 47.051 | 40.519 |
| 73 | 58.006 | 54.325 | 51.265 | 47.858 | 41.264 |
| 74 | 58.900 | 55.189 | 52.103 | 48.666 | 42.010 |
| 75 | 59.795 | 56.054 | 52.942 | 49.475 | 42.757 |
| 76 | 60.690 | 56.920 | 53.782 | 50.286 | 43.507 |
| 77 | 61.586 | 57.786 | 54.623 | 51.097 | 44.258 |
| 78 | 62.483 | 58.654 | 55.466 | 51.910 | 45.010 |
| 79 | 63.380 | 59.522 | 56.309 | 52.725 | 45.764 |
| 80 | 64.278 | 60.391 | 57.153 | 53.540 | 46.520 |
| 81 | 65.176 | 61.261 | 57.998 | 54.357 | 47.277 |
| 82 | 66.076 | 62.132 | 58.845 | 55.174 | 48.036 |
| 83 | 66.976 | 63.004 | 59.692 | 55.993 | 48.796 |
| 84 | 67.876 | 63.876 | 60.540 | 56.813 | 49.557 |
| 85 | 68.777 | 64.749 | 61.389 | 57.634 | 50.320 |
| 86 | 69.679 | 65.623 | 62.239 | 58.456 | 51.085 |
| 87 | 70.581 | 66.498 | 63.089 | 59.279 | 51.850 |
| 88 | 71.484 | 67.373 | 63.941 | 60.103 | 52.617 |
| 89 | 72.387 | 68.249 | 64.793 | 60.928 | 53.386 |
| 90 | 73.291 | 69.126 | 65.647 | 61.754 | 54.155 |
| 91 | 74.196 | 70.003 | 66.501 | 62.581 | 54.926 |
| 92 | 75.100 | 70.882 | 67.356 | 63.409 | 55.698 |
| 93 | 76.006 | 71.760 | 68.211 | 64.238 | 56.472 |
| 94 | 76.912 | 72.640 | 69.068 | 65.068 | 57.246 |
| 95 | 77.818 | 73.520 | 69.925 | 65.898 | 58.022 |
| 96 | 78.725 | 74.401 | 70.783 | 66.730 | 58.799 |
| 97 | 79.633 | 75.282 | 71.642 | 67.562 | 59.577 |
| 98 | 80.541 | 76.164 | 72.501 | 68.396 | 60.356 |
| 99 | 81.449 | 77.046 | 73.361 | 69.230 | 61.137 |
| 100 | 82.358 | 77.929 | 74.222 | 70.065 | 61.918 |