Chi-square (χ²) Distribution Table | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
αdf | 0.1 | 0.05 | 0.025 | 0.01 | 0.005 | 0.001 | ||||
1 | 2.706 | 3.841 | 5.024 | 6.635 | 7.879 | 10.828 | ||||
2 | 4.605 | 5.991 | 7.378 | 9.21 | 10.597 | 13.816 | ||||
3 | 6.251 | 7.815 | 9.348 | 11.345 | 12.838 | 16.266 | ||||
4 | 7.779 | 9.488 | 11.143 | 13.277 | 14.86 | 18.467 | ||||
5 | 9.236 | 11.07 | 12.833 | 15.086 | 16.75 | 20.515 | ||||
6 | 10.645 | 12.592 | 14.449 | 16.812 | 18.548 | 22.458 | ||||
7 | 12.017 | 14.067 | 16.013 | 18.475 | 20.278 | 24.322 | ||||
8 | 13.362 | 15.507 | 17.535 | 20.09 | 21.955 | 26.124 | ||||
9 | 14.684 | 16.919 | 19.023 | 21.666 | 23.589 | 27.877 | ||||
10 | 15.987 | 18.307 | 20.483 | 23.209 | 25.188 | 29.588 | ||||
11 | 17.275 | 19.675 | 21.92 | 24.725 | 26.757 | 31.264 | ||||
12 | 18.549 | 21.026 | 23.337 | 26.217 | 28.3 | 32.909 | ||||
13 | 19.812 | 22.362 | 24.736 | 27.688 | 29.819 | 34.528 | ||||
14 | 21.064 | 23.685 | 26.119 | 29.141 | 31.319 | 36.123 | ||||
15 | 22.307 | 24.996 | 27.488 | 30.578 | 32.801 | 37.697 | ||||
16 | 23.542 | 26.296 | 28.845 | 32 | 34.267 | 39.252 | ||||
17 | 24.769 | 27.587 | 30.191 | 33.409 | 35.718 | 40.79 | ||||
18 | 25.989 | 28.869 | 31.526 | 34.805 | 37.156 | 42.312 | ||||
19 | 27.204 | 30.144 | 32.852 | 36.191 | 38.582 | 43.82 | ||||
20 | 28.412 | 31.41 | 34.17 | 37.566 | 39.997 | 45.315 | ||||
21 | 29.615 | 32.671 | 35.479 | 38.932 | 41.401 | 46.797 | ||||
22 | 30.813 | 33.924 | 36.781 | 40.289 | 42.796 | 48.268 | ||||
23 | 32.007 | 35.172 | 38.076 | 41.638 | 44.181 | 49.728 | ||||
24 | 33.196 | 36.415 | 39.364 | 42.98 | 45.559 | 51.179 | ||||
25 | 34.382 | 37.652 | 40.646 | 44.314 | 46.928 | 52.62 | ||||
26 | 35.563 | 38.885 | 41.923 | 45.642 | 48.29 | 54.052 | ||||
27 | 36.741 | 40.113 | 43.195 | 46.963 | 49.645 | 55.476 | ||||
28 | 37.916 | 41.337 | 44.461 | 48.278 | 50.993 | 56.892 | ||||
29 | 39.087 | 42.557 | 45.722 | 49.588 | 52.336 | 58.301 | ||||
30 | 40.256 | 43.773 | 46.979 | 50.892 | 53.672 | 59.703 | ||||
31 | 41.422 | 44.985 | 48.232 | 52.191 | 55.003 | 61.098 | ||||
32 | 42.585 | 46.194 | 49.48 | 53.486 | 56.328 | 62.487 | ||||
33 | 43.745 | 47.4 | 50.725 | 54.776 | 57.648 | 63.87 | ||||
34 | 44.903 | 48.602 | 51.966 | 56.061 | 58.964 | 65.247 | ||||
35 | 46.059 | 49.802 | 53.203 | 57.342 | 60.275 | 66.619 | ||||
36 | 47.212 | 50.998 | 54.437 | 58.619 | 61.581 | 67.985 | ||||
37 | 48.363 | 52.192 | 55.668 | 59.893 | 62.883 | 69.346 | ||||
38 | 49.513 | 53.384 | 56.896 | 61.162 | 64.181 | 70.703 | ||||
39 | 50.66 | 54.572 | 58.12 | 62.428 | 65.476 | 72.055 | ||||
40 | 51.805 | 55.758 | 59.342 | 63.691 | 66.766 | 73.402 | ||||
41 | 52.949 | 56.942 | 60.561 | 64.95 | 68.053 | 74.745 | ||||
42 | 54.09 | 58.124 | 61.777 | 66.206 | 69.336 | 76.084 | ||||
43 | 55.23 | 59.304 | 62.99 | 67.459 | 70.616 | 77.419 | ||||
44 | 56.369 | 60.481 | 64.201 | 68.71 | 71.893 | 78.75 | ||||
45 | 57.505 | 61.656 | 65.41 | 69.957 | 73.166 | 80.077 | ||||
46 | 58.641 | 62.83 | 66.617 | 71.201 | 74.437 | 81.4 | ||||
47 | 59.774 | 64.001 | 67.821 | 72.443 | 75.704 | 82.72 | ||||
48 | 60.907 | 65.171 | 69.023 | 73.683 | 76.969 | 84.037 | ||||
49 | 62.038 | 66.339 | 70.222 | 74.919 | 78.231 | 85.351 | ||||
50 | 63.167 | 67.505 | 71.42 | 76.154 | 79.49 | 86.661 | ||||
51 | 64.295 | 68.669 | 72.616 | 77.386 | 80.747 | 87.968 | ||||
52 | 65.422 | 69.832 | 73.81 | 78.616 | 82.001 | 89.272 | ||||
53 | 66.548 | 70.993 | 75.002 | 79.843 | 83.253 | 90.573 | ||||
54 | 67.673 | 72.153 | 76.192 | 81.069 | 84.502 | 91.872 | ||||
55 | 68.796 | 73.311 | 77.38 | 82.292 | 85.749 | 93.168 | ||||
56 | 69.919 | 74.468 | 78.567 | 83.513 | 86.994 | 94.461 | ||||
57 | 71.04 | 75.624 | 79.752 | 84.733 | 88.236 | 95.751 | ||||
58 | 72.16 | 76.778 | 80.936 | 85.95 | 89.477 | 97.039 | ||||
59 | 73.279 | 77.931 | 82.117 | 87.166 | 90.715 | 98.324 | ||||
60 | 74.397 | 79.082 | 83.298 | 88.379 | 91.952 | 99.607 | ||||
61 | 75.514 | 80.232 | 84.476 | 89.591 | 93.186 | 100.888 | ||||
62 | 76.63 | 81.381 | 85.654 | 90.802 | 94.419 | 102.166 | ||||
63 | 77.745 | 82.529 | 86.83 | 92.01 | 95.649 | 103.442 | ||||
64 | 78.86 | 83.675 | 88.004 | 93.217 | 96.878 | 104.716 | ||||
65 | 79.973 | 84.821 | 89.177 | 94.422 | 98.105 | 105.988 | ||||
66 | 81.085 | 85.965 | 90.349 | 95.626 | 99.33 | 107.258 | ||||
67 | 82.197 | 87.108 | 91.519 | 96.828 | 100.554 | 108.526 | ||||
68 | 83.308 | 88.25 | 92.689 | 98.028 | 101.776 | 109.791 | ||||
69 | 84.418 | 89.391 | 93.856 | 99.228 | 102.996 | 111.055 | ||||
70 | 85.527 | 90.531 | 95.023 | 100.425 | 104.215 | 112.317 | ||||
71 | 86.635 | 91.67 | 96.189 | 101.621 | 105.432 | 113.577 | ||||
72 | 87.743 | 92.808 | 97.353 | 102.816 | 106.648 | 114.835 | ||||
73 | 88.85 | 93.945 | 98.516 | 104.01 | 107.862 | 116.092 | ||||
74 | 89.956 | 95.081 | 99.678 | 105.202 | 109.074 | 117.346 | ||||
75 | 91.061 | 96.217 | 100.839 | 106.393 | 110.286 | 118.599 | ||||
76 | 92.166 | 97.351 | 101.999 | 107.583 | 111.495 | 119.85 | ||||
77 | 93.27 | 98.484 | 103.158 | 108.771 | 112.704 | 121.1 | ||||
78 | 94.374 | 99.617 | 104.316 | 109.958 | 113.911 | 122.348 | ||||
79 | 95.476 | 100.749 | 105.473 | 111.144 | 115.117 | 123.594 | ||||
80 | 96.578 | 101.879 | 106.629 | 112.329 | 116.321 | 124.839 | ||||
81 | 97.68 | 103.01 | 107.783 | 113.512 | 117.524 | 126.083 | ||||
82 | 98.78 | 104.139 | 108.937 | 114.695 | 118.726 | 127.324 | ||||
83 | 99.88 | 105.267 | 110.09 | 115.876 | 119.927 | 128.565 | ||||
84 | 100.98 | 106.395 | 111.242 | 117.057 | 121.126 | 129.804 | ||||
85 | 102.079 | 107.522 | 112.393 | 118.236 | 122.325 | 131.041 | ||||
86 | 103.177 | 108.648 | 113.544 | 119.414 | 123.522 | 132.277 | ||||
87 | 104.275 | 109.773 | 114.693 | 120.591 | 124.718 | 133.512 | ||||
88 | 105.372 | 110.898 | 115.841 | 121.767 | 125.913 | 134.745 | ||||
89 | 106.469 | 112.022 | 116.989 | 122.942 | 127.106 | 135.978 | ||||
90 | 107.565 | 113.145 | 118.136 | 124.116 | 128.299 | 137.208 | ||||
91 | 108.661 | 114.268 | 119.282 | 125.289 | 129.491 | 138.438 | ||||
92 | 109.756 | 115.39 | 120.427 | 126.462 | 130.681 | 139.666 | ||||
93 | 110.85 | 116.511 | 121.571 | 127.633 | 131.871 | 140.893 | ||||
94 | 111.944 | 117.632 | 122.715 | 128.803 | 133.059 | 142.119 | ||||
95 | 113.038 | 118.752 | 123.858 | 129.973 | 134.247 | 143.344 | ||||
96 | 114.131 | 119.871 | 125 | 131.141 | 135.433 | 144.567 | ||||
97 | 115.223 | 120.99 | 126.141 | 132.309 | 136.619 | 145.789 | ||||
98 | 116.315 | 122.108 | 127.282 | 133.476 | 137.803 | 147.01 | ||||
99 | 117.407 | 123.225 | 128.422 | 134.642 | 138.987 | 148.23 | ||||
100 | 118.498 | 124.342 | 129.561 | 135.807 | 140.169 | 149.449 | ||||
101 | 119.589 | 125.458 | 130.7 | 136.971 | 141.351 | 150.667 | ||||
102 | 120.679 | 126.574 | 131.838 | 138.134 | 142.532 | 151.884 | ||||
103 | 121.769 | 127.689 | 132.975 | 139.297 | 143.712 | 153.099 | ||||
104 | 122.858 | 128.804 | 134.111 | 140.459 | 144.891 | 154.314 | ||||
105 | 123.947 | 129.918 | 135.247 | 141.62 | 146.07 | 155.528 | ||||
106 | 125.035 | 131.031 | 136.382 | 142.78 | 147.247 | 156.74 | ||||
107 | 126.123 | 132.144 | 137.517 | 143.94 | 148.424 | 157.952 | ||||
108 | 127.211 | 133.257 | 138.651 | 145.099 | 149.599 | 159.162 | ||||
109 | 128.298 | 134.369 | 139.784 | 146.257 | 150.774 | 160.372 | ||||
110 | 129.385 | 135.48 | 140.917 | 147.414 | 151.948 | 161.581 | ||||
111 | 130.472 | 136.591 | 142.049 | 148.571 | 153.122 | 162.788 | ||||
112 | 131.558 | 137.701 | 143.18 | 149.727 | 154.294 | 163.995 | ||||
113 | 132.643 | 138.811 | 144.311 | 150.882 | 155.466 | 165.201 | ||||
114 | 133.729 | 139.921 | 145.441 | 152.037 | 156.637 | 166.406 | ||||
115 | 134.813 | 141.03 | 146.571 | 153.191 | 157.808 | 167.61 | ||||
116 | 135.898 | 142.138 | 147.7 | 154.344 | 158.977 | 168.813 | ||||
117 | 136.982 | 143.246 | 148.829 | 155.496 | 160.146 | 170.016 | ||||
118 | 138.066 | 144.354 | 149.957 | 156.648 | 161.314 | 171.217 | ||||
119 | 139.149 | 145.461 | 151.084 | 157.8 | 162.481 | 172.418 | ||||
120 | 140.233 | 146.567 | 152.211 | 158.95 | 163.648 | 173.617 | ||||
121 | 141.315 | 147.674 | 153.338 | 160.1 | 164.814 | 174.816 | ||||
122 | 142.398 | 148.779 | 154.464 | 161.25 | 165.98 | 176.014 | ||||
123 | 143.48 | 149.885 | 155.589 | 162.398 | 167.144 | 177.212 | ||||
124 | 144.562 | 150.989 | 156.714 | 163.546 | 168.308 | 178.408 | ||||
125 | 145.643 | 152.094 | 157.839 | 164.694 | 169.471 | 179.604 | ||||
126 | 146.724 | 153.198 | 158.962 | 165.841 | 170.634 | 180.799 | ||||
127 | 147.805 | 154.302 | 160.086 | 166.987 | 171.796 | 181.993 | ||||
128 | 148.885 | 155.405 | 161.209 | 168.133 | 172.957 | 183.186 | ||||
129 | 149.965 | 156.508 | 162.331 | 169.278 | 174.118 | 184.379 | ||||
130 | 151.045 | 157.61 | 163.453 | 170.423 | 175.278 | 185.571 | ||||
131 | 152.125 | 158.712 | 164.575 | 171.567 | 176.438 | 186.762 | ||||
132 | 153.204 | 159.814 | 165.696 | 172.711 | 177.597 | 187.953 | ||||
133 | 154.283 | 160.915 | 166.816 | 173.854 | 178.755 | 189.142 | ||||
134 | 155.361 | 162.016 | 167.936 | 174.996 | 179.913 | 190.331 | ||||
135 | 156.44 | 163.116 | 169.056 | 176.138 | 181.07 | 191.52 | ||||
136 | 157.518 | 164.216 | 170.175 | 177.28 | 182.226 | 192.707 | ||||
137 | 158.595 | 165.316 | 171.294 | 178.421 | 183.382 | 193.894 | ||||
138 | 159.673 | 166.415 | 172.412 | 179.561 | 184.538 | 195.08 | ||||
139 | 160.75 | 167.514 | 173.53 | 180.701 | 185.693 | 196.266 | ||||
140 | 161.827 | 168.613 | 174.648 | 181.84 | 186.847 | 197.451 | ||||
141 | 162.904 | 169.711 | 175.765 | 182.979 | 188.001 | 198.635 | ||||
142 | 163.98 | 170.809 | 176.882 | 184.118 | 189.154 | 199.819 | ||||
143 | 165.056 | 171.907 | 177.998 | 185.256 | 190.306 | 201.002 | ||||
144 | 166.132 | 173.004 | 179.114 | 186.393 | 191.458 | 202.184 | ||||
145 | 167.207 | 174.101 | 180.229 | 187.53 | 192.61 | 203.366 | ||||
146 | 168.283 | 175.198 | 181.344 | 188.666 | 193.761 | 204.547 | ||||
147 | 169.358 | 176.294 | 182.459 | 189.802 | 194.912 | 205.727 | ||||
148 | 170.432 | 177.39 | 183.573 | 190.938 | 196.062 | 206.907 | ||||
149 | 171.507 | 178.485 | 184.687 | 192.073 | 197.211 | 208.086 | ||||
150 | 172.581 | 179.581 | 185.8 | 193.208 | 198.36 | 209.265 | ||||
151 | 173.655 | 180.676 | 186.914 | 194.342 | 199.509 | 210.443 | ||||
152 | 174.729 | 181.77 | 188.026 | 195.476 | 200.657 | 211.62 | ||||
153 | 175.803 | 182.865 | 189.139 | 196.609 | 201.804 | 212.797 | ||||
154 | 176.876 | 183.959 | 190.251 | 197.742 | 202.951 | 213.973 | ||||
155 | 177.949 | 185.052 | 191.362 | 198.874 | 204.098 | 215.149 | ||||
156 | 179.022 | 186.146 | 192.474 | 200.006 | 205.244 | 216.324 | ||||
157 | 180.094 | 187.239 | 193.584 | 201.138 | 206.39 | 217.499 | ||||
158 | 181.167 | 188.332 | 194.695 | 202.269 | 207.535 | 218.673 | ||||
159 | 182.239 | 189.424 | 195.805 | 203.4 | 208.68 | 219.846 | ||||
160 | 183.311 | 190.516 | 196.915 | 204.53 | 209.824 | 221.019 | ||||
161 | 184.382 | 191.608 | 198.025 | 205.66 | 210.968 | 222.191 | ||||
162 | 185.454 | 192.7 | 199.134 | 206.79 | 212.111 | 223.363 | ||||
163 | 186.525 | 193.791 | 200.243 | 207.919 | 213.254 | 224.535 | ||||
164 | 187.596 | 194.883 | 201.351 | 209.047 | 214.396 | 225.705 | ||||
165 | 188.667 | 195.973 | 202.459 | 210.176 | 215.539 | 226.876 | ||||
166 | 189.737 | 197.064 | 203.567 | 211.304 | 216.68 | 228.045 | ||||
167 | 190.808 | 198.154 | 204.675 | 212.431 | 217.821 | 229.215 | ||||
168 | 191.878 | 199.244 | 205.782 | 213.558 | 218.962 | 230.383 | ||||
169 | 192.948 | 200.334 | 206.889 | 214.685 | 220.102 | 231.552 | ||||
170 | 194.017 | 201.423 | 207.995 | 215.812 | 221.242 | 232.719 | ||||
171 | 195.087 | 202.513 | 209.102 | 216.938 | 222.382 | 233.887 | ||||
172 | 196.156 | 203.602 | 210.208 | 218.063 | 223.521 | 235.053 | ||||
173 | 197.225 | 204.69 | 211.313 | 219.189 | 224.66 | 236.22 | ||||
174 | 198.294 | 205.779 | 212.419 | 220.314 | 225.798 | 237.385 | ||||
175 | 199.363 | 206.867 | 213.524 | 221.438 | 226.936 | 238.551 | ||||
176 | 200.432 | 207.955 | 214.628 | 222.563 | 228.074 | 239.716 | ||||
177 | 201.5 | 209.042 | 215.733 | 223.687 | 229.211 | 240.88 | ||||
178 | 202.568 | 210.13 | 216.837 | 224.81 | 230.347 | 242.044 | ||||
179 | 203.636 | 211.217 | 217.941 | 225.933 | 231.484 | 243.207 | ||||
180 | 204.704 | 212.304 | 219.044 | 227.056 | 232.62 | 244.37 | ||||
181 | 205.771 | 213.391 | 220.148 | 228.179 | 233.755 | 245.533 | ||||
182 | 206.839 | 214.477 | 221.251 | 229.301 | 234.891 | 246.695 | ||||
183 | 207.906 | 215.563 | 222.353 | 230.423 | 236.026 | 247.857 | ||||
184 | 208.973 | 216.649 | 223.456 | 231.544 | 237.16 | 249.018 | ||||
185 | 210.04 | 217.735 | 224.558 | 232.665 | 238.294 | 250.179 | ||||
186 | 211.106 | 218.82 | 225.66 | 233.786 | 239.428 | 251.339 | ||||
187 | 212.173 | 219.906 | 226.761 | 234.907 | 240.561 | 252.499 | ||||
188 | 213.239 | 220.991 | 227.863 | 236.027 | 241.694 | 253.659 | ||||
189 | 214.305 | 222.076 | 228.964 | 237.147 | 242.827 | 254.818 | ||||
190 | 215.371 | 223.16 | 230.064 | 238.266 | 243.959 | 255.976 | ||||
191 | 216.437 | 224.245 | 231.165 | 239.386 | 245.091 | 257.135 | ||||
192 | 217.502 | 225.329 | 232.265 | 240.505 | 246.223 | 258.292 | ||||
193 | 218.568 | 226.413 | 233.365 | 241.623 | 247.354 | 259.45 | ||||
194 | 219.633 | 227.496 | 234.465 | 242.742 | 248.485 | 260.607 | ||||
195 | 220.698 | 228.58 | 235.564 | 243.86 | 249.616 | 261.763 | ||||
196 | 221.763 | 229.663 | 236.664 | 244.977 | 250.746 | 262.92 | ||||
197 | 222.828 | 230.746 | 237.763 | 246.095 | 251.876 | 264.075 | ||||
198 | 223.892 | 231.829 | 238.861 | 247.212 | 253.006 | 265.231 | ||||
199 | 224.957 | 232.912 | 239.96 | 248.329 | 254.135 | 266.386 | ||||
200 | 226.021 | 233.994 | 241.058 | 249.445 | 255.264 | 267.541 |