{"id":1286,"date":"2023-07-27T00:26:21","date_gmt":"2023-07-27T00:26:21","guid":{"rendered":"https:\/\/statorials.org\/my\/cramers-v-%e1%80%a1%e1%80%90%e1%80%bd%e1%80%80%e1%80%ba-r\/"},"modified":"2023-07-27T00:26:21","modified_gmt":"2023-07-27T00:26:21","slug":"cramers-v-%e1%80%a1%e1%80%90%e1%80%bd%e1%80%80%e1%80%ba-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/cramers-v-%e1%80%a1%e1%80%90%e1%80%bd%e1%80%80%e1%80%ba-r\/","title":{"rendered":"Cramer&#39;s v \u1000\u102d\u102f r \u1016\u103c\u1004\u1037\u103a \u1010\u103d\u1000\u103a\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Cramer&#8217;s V<\/strong> \u101e\u100a\u103a nominal variable \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u100a\u103a\u1038\u1019\u103e\u102f\u104f \u1001\u102d\u102f\u1004\u103a\u1001\u1036\u1037\u1019\u103e\u102f\u1000\u102d\u102f \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u104e\u1004\u103a\u1038\u101e\u100a\u103a 0 \u1019\u103e 1 \u101b\u103e\u102d\u101b\u102c\u104a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong> \u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1019\u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1<\/strong> \u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1001\u102d\u102f\u1004\u103a\u1019\u102c\u101e\u1031\u102c \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Cramer&#8217;s V = \u221a <span style=\"border-top: 1px solid black;\">(X <sup>2<\/sup> \/n) \/ min(c-1\u104a r-1)<\/span><\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\u101b\u103d\u103e\u1031-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>X <sup>2<\/sup> &#8211;<\/strong> Chi square \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \u1005\u102f\u1005\u102f\u1015\u1031\u102b\u1004\u103a\u1038\u1014\u1019\u1030\u1014\u102c\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>r-<\/strong> \u101c\u102d\u102f\u1004\u103a\u1038\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>c-<\/strong> \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a R \u1010\u103d\u1004\u103a \u1021\u101b\u1031\u1038\u1015\u1031\u102b\u103a\u1007\u101a\u102c\u1038\u1021\u1010\u103d\u1000\u103a Cramer&#8217;s V \u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1001\u103c\u1004\u103a\u1038\u104f \u1014\u1019\u1030\u1014\u102c\u1021\u1001\u103b\u102d\u102f\u1037\u1000\u102d\u102f \u1015\u1031\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- 2\u00d72 \u1007\u101a\u102c\u1038\u1021\u1010\u103d\u1000\u103a Cramer&#8217;s V<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a 2&#215;2 \u1007\u101a\u102c\u1038\u1021\u1010\u103d\u1000\u103a Cramer&#8217;s V \u1000\u102d\u102f\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a <strong>rcompanion<\/strong> package \u1019\u103e <strong>CramerV<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create 2x2 table\n<\/span>data = matrix(c(7,9,12,8), nrow = <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view dataset\n<\/span>data\n\n     [,1] [,2]\n[1,] 7 12\n[2,] 9 8\n\n<span style=\"color: #008080;\">#load rcompanion library\n<\/span>library(rcompanion)\n\n<span style=\"color: #008080;\">#calculate Cramer's V\n<\/span>cramerV(data)\n\nCramer V \n  0.1617<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Cramer&#8217;s V \u101e\u100a\u103a <strong>0.1617<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1007\u101a\u102c\u1038\u101b\u103e\u102d variable \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1010\u1031\u102c\u103a\u101c\u1031\u1038\u1021\u102c\u1038\u1014\u100a\u103a\u1038\u101e\u1031\u102c \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>ci = TRUE<\/strong> \u1000\u102d\u102f \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1004\u1037\u103a Cramer&#8217;s V \u1021\u1010\u103d\u1000\u103a \u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u1000\u102d\u102f\u101c\u100a\u103a\u1038 \u1011\u102f\u1010\u103a\u101c\u102f\u1015\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>cramerV(data, ci = <span style=\"color: #008000;\">TRUE<\/span> )\n\n  Cramer.V lower.ci upper.ci\n1 0.1617 0.003487 0.4914\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Cramer&#8217;s V \u101e\u100a\u103a <strong>0.1617<\/strong> \u1010\u103d\u1004\u103a \u1019\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101e\u1031\u1038\u101e\u100a\u103a\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1031\u1037\u1019\u103c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u101a\u1001\u102f\u1021\u1001\u102b Cramer&#8217;s V \u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u1005\u1005\u103a\u1021\u1019\u103e\u1014\u103a\u1015\u102b\u1040\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u1016\u103d\u101a\u103a\u101b\u103e\u102d\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1015\u102b\u101d\u1004\u103a\u101e\u100a\u1037\u103a 95% \u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u101e\u100a\u103a- [ <strong>.003487<\/strong> , <strong>.4914<\/strong> ] \u1016\u103c\u1005\u103a\u101c\u102c\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- \u1015\u102d\u102f\u1000\u103c\u102e\u1038\u101e\u1031\u102c\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a Cramer&#8217;s V<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1019\u100a\u103a\u101e\u100a\u1037\u103a\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038\u1021\u1010\u103d\u1000\u103a\u1019\u1006\u102d\u102f Cramer&#8217;s V \u1000\u102d\u102f\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a <strong>CramerV<\/strong> \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\u102d\u102f\u1004\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a Cramer&#8217;s V \u1000\u102d\u102f 2 \u1010\u1014\u103a\u1038\u1014\u103e\u1004\u1037\u103a 3 \u1000\u1031\u102c\u103a\u101c\u1036\u1015\u102b\u101e\u1031\u102c \u1007\u101a\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create 2x3 table\n<\/span>data = matrix(c(6, 9, 8, 5, 12, 9), nrow = <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view dataset\n<\/span>data\n\n     [,1] [,2] [,3]\n[1,] 6 8 12\n[2,] 9 5 9\n\n<span style=\"color: #008080;\">#load rcompanion library\n<\/span>library(rcompanion)\n\n<span style=\"color: #008080;\">#calculate Cramer's V\n<\/span>cramerV(data)\n\nCramer V \n  0.1775<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Cramer&#8217;s V \u101e\u100a\u103a <strong>0.1775<\/strong> \u1016\u103c\u1005\u103a\u101e\u103d\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>CramerV \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u104f \u1005\u102c\u101b\u103d\u1000\u103a\u1005\u102c\u1010\u1019\u103a\u1038\u1021\u1015\u103c\u100a\u1037\u103a\u1021\u1005\u102f\u1036\u1000\u102d\u102f <a href=\"https:\/\/www.rdocumentation.org\/packages\/rcompanion\/versions\/2.3.26\/topics\/cramerV\" target=\"_blank\" rel=\"noopener\">\u1024\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a<\/a> \u101e\u1004\u103a\u101b\u103e\u102c\u1016\u103d\u1031\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/em><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-chi-square-\u101c\u103d\u1010\u103a\u101c\u1015\u103a\u101b\u1031\u1038\u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\/\" target=\"_blank\" rel=\"noopener\">R \u1021\u1010\u103d\u1000\u103a \u101c\u103d\u1010\u103a\u101c\u1015\u103a\u101b\u1031\u1038 Chi-square \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-fit-test-\u104f-chi-\u1005\u1010\u102f\u101b\u1014\u103a\u1038\u1000\u1031\u102c\u1004\u103a\u1038\u1019\u103d\u1014\u103a\u1019\u103e\u102f\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a Chi-square goodness-of-fit test<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-in-\u1010\u1036\u1004\u102b\u101e\u100a\u103a\u1019\u103b\u102c\u1038\u104f\u1021\u1010\u102d\u1021\u1000\u103b\u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a Fisher \u104f\u1010\u102d\u1000\u103b\u101e\u1031\u102c\u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cramer&#8217;s V \u101e\u100a\u103a nominal variable \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u100a\u103a\u1038\u1019\u103e\u102f\u104f \u1001\u102d\u102f\u1004\u103a\u1001\u1036\u1037\u1019\u103e\u102f\u1000\u102d\u102f \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u104e\u1004\u103a\u1038\u101e\u100a\u103a 0 \u1019\u103e 1 \u101b\u103e\u102d\u101b\u102c\u104a 0 \u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1019\u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b 1 \u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1001\u102d\u102f\u1004\u103a\u1019\u102c\u101e\u1031\u102c \u1006\u1000\u103a\u1014\u103d\u101a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a\u104b Cramer&#8217;s V = \u221a (X 2 \/n) \/ min(c-1\u104a r-1) \u101b\u103d\u103e\u1031- X 2 &#8211; Chi square \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038 n: \u1005\u102f\u1005\u102f\u1015\u1031\u102b\u1004\u103a\u1038\u1014\u1019\u1030\u1014\u102c\u1021\u101b\u103d\u101a\u103a\u1021\u1005\u102c\u1038 r- \u101c\u102d\u102f\u1004\u103a\u1038\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a c- \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a R \u1010\u103d\u1004\u103a \u1021\u101b\u1031\u1038\u1015\u1031\u102b\u103a\u1007\u101a\u102c\u1038\u1021\u1010\u103d\u1000\u103a Cramer&#8217;s [&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>R - Statology \u1010\u103d\u1004\u103a 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