{"id":842,"date":"2023-07-28T13:57:18","date_gmt":"2023-07-28T13:57:18","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%b6%e1%80%80%e1%80%ad%e1%80%af%e1%80%80%e1%80%ba%e1%80%85%e1%80%99%e1%80%ba%e1%80%b8%e1%80%9e%e1%80%95%e1%80%ba-python-%e1%81%8f-chi-%e1%80%85%e1%80%90%e1%80%af%e1%80%9b%e1%80%94\/"},"modified":"2023-07-28T13:57:18","modified_gmt":"2023-07-28T13:57:18","slug":"%e1%80%a1%e1%80%b6%e1%80%80%e1%80%ad%e1%80%af%e1%80%80%e1%80%ba%e1%80%85%e1%80%99%e1%80%ba%e1%80%b8%e1%80%9e%e1%80%95%e1%80%ba-python-%e1%81%8f-chi-%e1%80%85%e1%80%90%e1%80%af%e1%80%9b%e1%80%94","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%b6%e1%80%80%e1%80%ad%e1%80%af%e1%80%80%e1%80%ba%e1%80%85%e1%80%99%e1%80%ba%e1%80%b8%e1%80%9e%e1%80%95%e1%80%ba-python-%e1%81%8f-chi-%e1%80%85%e1%80%90%e1%80%af%e1%80%9b%e1%80%94\/","title":{"rendered":"Python \u1010\u103d\u1004\u103a chi-square goodness-of-fit test \u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Chi<\/span> <strong><a href=\"https:\/\/statorials.org\/my\/chi-square-\u101e\u100a\u103a-fit-test-\u104f\u1000\u1031\u102c\u1004\u103a\u1038\u1019\u103c\u1010\u103a\u1019\u103e\u102f\/\" target=\"_blank\" rel=\"noopener\">-square goodness-of-fit test \u1000\u102d\u102f<\/a><\/strong> <span style=\"color: #000000;\">categorical variable \u101e\u100a\u103a hypothetical distribution \u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u1001\u103c\u1004\u103a\u1038 \u101b\u103e\u102d\u104a \u1019\u101b\u103e\u102d \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a Python \u1010\u103d\u1004\u103a Chi-square goodness-of-fit test \u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <strong>\u1025\u1015\u1019\u102c- Python \u101b\u103e\u102d Chi-square goodness-of-fit test<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u1005\u1010\u102d\u102f\u1038\u1006\u102d\u102f\u1004\u103a\u1015\u102d\u102f\u1004\u103a\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1026\u1038\u1000 \u101e\u1030\u1037\u1006\u102d\u102f\u1004\u103a\u1000\u102d\u102f \u1021\u1015\u1010\u103a\u1005\u1009\u103a \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a \u1010\u1030\u100a\u102e\u1005\u103d\u102c\u101c\u102c\u101b\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u101f\u102f \u1006\u102d\u102f\u101e\u100a\u103a\u104b \u1024\u101a\u1030\u1006\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u101e\u102f\u1010\u1031\u101e\u102e\u1010\u1005\u103a\u1026\u1038\u101e\u100a\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101b\u1000\u103a\u101e\u1010\u1039\u1010\u1015\u1010\u103a\u1021\u1010\u103d\u1004\u103a\u1038 \u1005\u1010\u102d\u102f\u1038\u1006\u102d\u102f\u1004\u103a\u101e\u102d\u102f\u1037 \u101b\u1031\u102c\u1000\u103a\u101b\u103e\u102d\u101c\u102c\u101e\u1031\u102c \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f \u1019\u103e\u1010\u103a\u1010\u1019\u103a\u1038\u1010\u1004\u103a\u1015\u103c\u102e\u1038 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1010\u102d\u102f\u1037\u1000\u102d\u102f \u1010\u103d\u1031\u1037\u101b\u103e\u102d\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u1010\u1014\u1004\u103a\u1039\u101c\u102c\u1014\u1031\u1037-<\/strong> \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a \u1045\u1040<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u1021\u1004\u103a\u1039\u1002\u102b\u1014\u1031\u1037-<\/strong> \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a \u1046\u1040<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u1017\u102f\u1012\u1039\u1013\u101f\u1030\u1038\u1014\u1031\u1037-<\/strong> \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a \u1044\u1040<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u1000\u103c\u102c\u101e\u1015\u1010\u1031\u1038\u1014\u1031\u1037:<\/strong> \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a 47<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u101e\u1031\u102c\u1000\u103c\u102c\u1014\u1031\u1037:<\/strong> \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a 53 \u1026\u1038<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1012\u1031\u1010\u102c\u101e\u100a\u103a \u1005\u1010\u102d\u102f\u1038\u1015\u102d\u102f\u1004\u103a\u101b\u103e\u1004\u103a\u104f \u1010\u1031\u102c\u1004\u103a\u1038\u1006\u102d\u102f\u1001\u103b\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1019\u103e\u102f\u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u101b\u1014\u103a Python \u1010\u103d\u1004\u103a Chi-square goodness-of-fit \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\u1015\u103c\u102f\u101c\u102f\u1015\u103a\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1006\u1004\u1037\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u1021\u1006\u1004\u1037\u103a 1: \u1012\u1031\u1010\u102c\u1000\u102d\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u104b<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1015\u1011\u1019\u1026\u1038\u1005\u103d\u102c\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1010\u1005\u103a\u1014\u1031\u1037\u1010\u102c\u1021\u1010\u103d\u1000\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u104f \u1005\u1031\u102c\u1004\u1037\u103a\u1000\u103c\u100a\u1037\u103a\u101c\u1031\u1037\u101c\u102c\u1015\u103c\u102e\u1038 \u1019\u103b\u103e\u1031\u102c\u103a\u1019\u103e\u1014\u103a\u1038\u1011\u102c\u1038\u101e\u1031\u102c \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u101b\u1014\u103a \u1007\u101a\u102c\u1038\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u1019\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>expected = [50, 50, 50, 50, 50]\nobserved = [50, 60, 40, 47, 53]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u1021\u1006\u1004\u1037\u103a 2- chi-square goodness-of-fit \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1015\u102b\u104b<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a\u104a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u1037\u103a SciPy \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1019\u103e <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.chisquare.html\" target=\"_blank\" rel=\"noopener\">chi-square \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f<\/a> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d chi-square goodness-of-fit test \u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u1001\u103b\u102e\u1005\u1010\u102f\u101b\u1014\u103a\u1038 (f_obs\u104a f_exp)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u101b\u103d\u103e\u1031-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>f_obs-<\/strong> \u1005\u1031\u102c\u1004\u1037\u103a\u1000\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>f_exp-<\/strong> \u1019\u103b\u103e\u1031\u102c\u103a\u101c\u1004\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1019\u103b\u102c\u1038 \u1001\u1004\u103a\u1038\u1000\u103b\u1004\u103a\u1038\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1015\u102f\u1036\u101e\u1031\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101e\u100a\u103a \u1021\u100a\u102e\u1021\u1019\u103b\u103e \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u101f\u102f \u101a\u1030\u1006\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u104f \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1025\u1015\u1019\u102c\u1010\u103d\u1004\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> scipy.stats <span style=\"color: #107d3f;\">as<\/span> stats\n\n<span style=\"color: #008080;\">#perform Chi-Square Goodness of Fit Test<\/span>\nstats.chisquare(f_obs=observed, f_exp=expected)\n\n(statistic=4.36, pvalue=0.35947)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Chi-square \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u101e\u100a\u103a <strong>4.36<\/strong> \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u101e\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u101b\u102c p-value \u101e\u100a\u103a <strong>0.35947<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">p-value \u101e\u100a\u103a n-1 \u1012\u102e\u1002\u101b\u102e \u101c\u103d\u1010\u103a\u101c\u1015\u103a\u1019\u103e\u102f (dof) \u101b\u103e\u102d\u101e\u1031\u102c Chi-square \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1014\u103e\u1004\u1037\u103a \u101e\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b \u1024\u1000\u102d\u1005\u1039\u1005\u1010\u103d\u1004\u103a\u104a dof = 5-1 = 4\u104b \u101e\u1004\u103a <a href=\"https:\/\/statorials.org\/my\/chi-square-p-\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1002\u100f\u1014\u103a\u1038\u1010\u103d\u1000\u103a\u1005\u1000\u103a\/\" target=\"_blank\" rel=\"noopener\">P-value \u1002\u100f\u1014\u103a\u1038\u1010\u103d\u1000\u103a\u1005\u1000\u103a\u101e\u102d\u102f\u1037 chi-square \u1000\u102d\u102f<\/a> \u101e\u102f\u1036\u1038\u104d X <sup>2<\/sup> = 4.36 \u1014\u103e\u1004\u1037\u103a dof = 4 \u101e\u100a\u103a <strong>0.35947<\/strong> \u1014\u103e\u1004\u1037\u103a \u101e\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u101e\u1031\u102c p-value \u1000\u102d\u102f\u1021\u1010\u100a\u103a\u1015\u103c\u102f\u101b\u1014\u103a \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">chi-square goodness-of-fit \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b null \u1014\u103e\u1004\u1037\u103a \u1021\u1001\u103c\u102c\u1038\u1021\u1001\u103c\u102c\u1038\u101e\u1031\u102c \u1021\u101a\u1030\u1021\u1006\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1011\u102c\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u101b\u1015\u102b\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> : (null hypothesis)<\/strong> \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1019\u103e\u102f\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1014\u1031\u102c\u1000\u103a\u1006\u1000\u103a\u1010\u103d\u1032\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>1<\/sub> : (\u1021\u1005\u102c\u1038\u1011\u102d\u102f\u1038\u101a\u1030\u1006\u1001\u103b\u1000\u103a)<\/strong> \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u101e\u100a\u103a \u1010\u103d\u1031\u1038\u1001\u1031\u102b\u103a\u1019\u103e\u102f\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u101c\u102d\u102f\u1000\u103a\u1014\u102c\u1015\u102b\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">p-value (0.35947) \u101e\u100a\u103a 0.05 \u1011\u1000\u103a\u1019\u1014\u100a\u103a\u1038\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a null hypothesis \u1000\u102d\u102f \u1004\u103c\u1004\u103a\u1038\u1015\u101a\u103a\u101b\u1014\u103a \u1015\u103b\u1000\u103a\u1000\u103d\u1000\u103a\u1015\u102b\u101e\u100a\u103a\u104b \u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1005\u1010\u102d\u102f\u1038\u1006\u102d\u102f\u1004\u103a\u1015\u102d\u102f\u1004\u103a\u101b\u103e\u1004\u103a\u1019\u103e \u1010\u1004\u103a\u1015\u103c\u101e\u1031\u102c \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u1019\u103b\u102c\u1038\u104f \u1005\u1005\u103a\u1019\u103e\u1014\u103a\u101e\u1031\u102c \u1016\u103c\u1014\u1037\u103a\u1016\u103c\u1030\u1038\u1019\u103e\u102f\u101e\u100a\u103a \u1000\u103d\u1032\u101c\u103d\u1032\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1015\u103c\u1031\u102c\u101b\u1014\u103a \u101c\u102f\u1036\u101c\u1031\u102c\u1000\u103a\u101e\u1031\u102c \u1021\u1011\u1031\u102c\u1000\u103a\u1021\u1011\u102c\u1038 \u1019\u101b\u103e\u102d\u101f\u102f \u1006\u102d\u102f\u101c\u102d\u102f\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Chi -square goodness-of-fit test \u1000\u102d\u102f categorical variable \u101e\u100a\u103a hypothetical distribution \u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u1001\u103c\u1004\u103a\u1038 \u101b\u103e\u102d\u104a \u1019\u101b\u103e\u102d \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u101e\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a Python \u1010\u103d\u1004\u103a Chi-square goodness-of-fit test \u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c- Python \u101b\u103e\u102d Chi-square goodness-of-fit test \u1005\u1010\u102d\u102f\u1038\u1006\u102d\u102f\u1004\u103a\u1015\u102d\u102f\u1004\u103a\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1026\u1038\u1000 \u101e\u1030\u1037\u1006\u102d\u102f\u1004\u103a\u1000\u102d\u102f \u1021\u1015\u1010\u103a\u1005\u1009\u103a \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a \u1010\u1030\u100a\u102e\u1005\u103d\u102c\u101c\u102c\u101b\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u101f\u102f \u1006\u102d\u102f\u101e\u100a\u103a\u104b \u1024\u101a\u1030\u1006\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u101e\u102f\u1010\u1031\u101e\u102e\u1010\u1005\u103a\u1026\u1038\u101e\u100a\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101b\u1000\u103a\u101e\u1010\u1039\u1010\u1015\u1010\u103a\u1021\u1010\u103d\u1004\u103a\u1038 \u1005\u1010\u102d\u102f\u1038\u1006\u102d\u102f\u1004\u103a\u101e\u102d\u102f\u1037 \u101b\u1031\u102c\u1000\u103a\u101b\u103e\u102d\u101c\u102c\u101e\u1031\u102c \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f \u1019\u103e\u1010\u103a\u1010\u1019\u103a\u1038\u1010\u1004\u103a\u1015\u103c\u102e\u1038 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1010\u102d\u102f\u1037\u1000\u102d\u102f \u1010\u103d\u1031\u1037\u101b\u103e\u102d\u101e\u100a\u103a- \u1010\u1014\u1004\u103a\u1039\u101c\u102c\u1014\u1031\u1037- \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a \u1045\u1040 \u1021\u1004\u103a\u1039\u1002\u102b\u1014\u1031\u1037- \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a \u1046\u1040 \u1017\u102f\u1012\u1039\u1013\u101f\u1030\u1038\u1014\u1031\u1037- \u1016\u1031\u102c\u1000\u103a\u101e\u100a\u103a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python - Statorials \u1010\u103d\u1004\u103a chi-square goodness-of-fit test \u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"Python \u1010\u103d\u1004\u103a chi-square goodness-of-fit test \u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u104b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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