{"id":1096,"date":"2023-07-27T16:32:06","date_gmt":"2023-07-27T16:32:06","guid":{"rendered":"https:\/\/statorials.org\/my\/box-cox-%e1%80%99%e1%80%be-r-%e1%80%9e%e1%80%ad%e1%80%af%e1%80%b7-%e1%80%95%e1%80%bc%e1%80%b1%e1%80%ac%e1%80%84%e1%80%ba%e1%80%b8%e1%80%9c%e1%80%b2%e1%80%81%e1%80%bc%e1%80%84%e1%80%ba%e1%80%b8\/"},"modified":"2023-07-27T16:32:06","modified_gmt":"2023-07-27T16:32:06","slug":"box-cox-%e1%80%99%e1%80%be-r-%e1%80%9e%e1%80%ad%e1%80%af%e1%80%b7-%e1%80%95%e1%80%bc%e1%80%b1%e1%80%ac%e1%80%84%e1%80%ba%e1%80%b8%e1%80%9c%e1%80%b2%e1%80%81%e1%80%bc%e1%80%84%e1%80%ba%e1%80%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/box-cox-%e1%80%99%e1%80%be-r-%e1%80%9e%e1%80%ad%e1%80%af%e1%80%b7-%e1%80%95%e1%80%bc%e1%80%b1%e1%80%ac%e1%80%84%e1%80%ba%e1%80%b8%e1%80%9c%e1%80%b2%e1%80%81%e1%80%bc%e1%80%84%e1%80%ba%e1%80%b8\/","title":{"rendered":"R \u1010\u103d\u1004\u103a box-cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>box-cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u101e\u100a\u103a<\/strong> \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1011\u102c\u1038\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u1000\u102d\u102f \u1015\u102d\u102f\u1019\u102d\u102f <a href=\"https:\/\/statorials.org\/my\/\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u1016\u103c\u1030\u1038\u1019\u103e\u102f\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u101e\u102c\u1019\u102c\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f<\/a> \u1021\u1005\u102f\u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1019\u103b\u102c\u1038\u101e\u1031\u102c\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u104f\u1014\u1031\u102c\u1000\u103a\u1000\u103d\u101a\u103a\u1010\u103d\u1004\u103a \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u101a\u1030\u1021\u1006\u1019\u103e\u102c \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1011\u102c\u1038\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103b\u1031\u1014\u102e\u1038\u1005\u1015\u103a\u101e\u100a\u1037\u103a \u03bb \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101b\u103e\u102c\u1016\u103d\u1031\u101b\u1014\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">y(\u03bb) = (y <sup>\u03bb<\/sup> \u2013 1) \/ \u03bb \u1006\u102d\u102f\u101c\u103b\u103e\u1004\u103a y \u2260 0<\/span><\/li>\n<li> <span style=\"color: #000000;\">y(\u03bb) = log(y) \u1006\u102d\u102f\u101b\u1004\u103a y = 0<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>MASS()<\/strong> \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1019\u103e <strong>boxcox()<\/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\u104d R \u1010\u103d\u1004\u103a box-cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <em><span style=\"color: #000000;\">Box-Cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u103e\u102f \u1016\u103d\u1036\u1037\u1016\u103c\u102d\u102f\u1038\u1010\u102d\u102f\u1038\u1010\u1000\u103a\u1019\u103e\u102f\u104f \u1000\u1031\u102c\u1004\u103a\u1038\u1019\u103d\u1014\u103a\u101e\u1031\u102c \u1021\u1000\u103b\u1009\u103a\u1038\u1001\u103b\u102f\u1015\u103a\u1021\u1010\u103d\u1000\u103a Connecticut \u1010\u1000\u1039\u1000\u101e\u102d\u102f\u101c\u103a\u1019\u103e <a href=\"https:\/\/www.ime.usp.br\/~abe\/lista\/pdfm9cJKUmFZp.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u1024\u1006\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u1038\u1000\u102d\u102f<\/a> \u1000\u102d\u102f\u1038\u1000\u102c\u1038\u1015\u102b\u104b<\/span><\/em><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c- R in Box-Cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1014\u103e\u1004\u1037\u103a \u1019\u103b\u1009\u103a\u1038\u1016\u103c\u1031\u102c\u1004\u1037\u103a\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1000\u102d\u102f \u1019\u100a\u103a\u1000\u1032\u1037\u101e\u102d\u102f\u1037 \u1021\u1036\u101d\u1004\u103a\u1001\u103d\u1004\u103a\u1000\u103b\u101c\u102f\u1015\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a\u104a \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a <a href=\"https:\/\/statorials.org\/my\/\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c-\u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a-\u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1000\u102d\u102f<\/a> \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u103c\u102e\u1038 \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1021\u101e\u1005\u103a\u1014\u103e\u1004\u1037\u103a \u1021\u1036\u101d\u1004\u103a\u1001\u103d\u1004\u103a\u1000\u103b\u1016\u103c\u1005\u103a\u1005\u1031\u101b\u1014\u103a \u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038\u101e\u1031\u102c lambda \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101b\u103e\u102c\u1016\u103d\u1031\u101b\u1014\u103a <strong>boxcox()<\/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\u1015\u102b\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (MASS)\n\n<span style=\"color: #008080;\">#create data<\/span>\ny=c(1, 1, 1, 2, 2, 2, 2, 2, 2, 3, 3, 3, 6, 7, 8)\nx=c(7, 7, 8, 3, 2, 4, 4, 6, 6, 7, 5, 3, 3, 5, 8)\n\n<span style=\"color: #008080;\">#fit linear regression model<\/span>\nmodel &lt;- lm(y~x)\n\n<span style=\"color: #008080;\">#find optimal lambda for Box-Cox transformation<\/span> \nbc &lt;- boxcox(y ~ x)\n(lambda &lt;- bc$x[which.max(bc$y)])\n\n[1] -0.4242424\n\n<span style=\"color: #008080;\">#fit new linear regression model using the Box-Cox transformation<\/span>\nnew_model &lt;- lm(((y^lambda-1)\/lambda) ~ x)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038 lambda \u101e\u100a\u103a <strong>-0.4242424<\/strong> \u1016\u103c\u1005\u103a\u101e\u103d\u102c\u1038\u101e\u100a\u103a\u104b \u1011\u102d\u102f\u1037\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1021\u101e\u1005\u103a\u101e\u100a\u103a \u1019\u1030\u101c\u1010\u102f\u1036\u1037\u1015\u103c\u1014\u103a\u1019\u103e\u102f\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a y \u1000\u102d\u102f \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a y = (y <sup>-0.4242424<\/sup> \u2013 1) \/ -0.4242424 \u1016\u103c\u1004\u1037\u103a \u1021\u1005\u102c\u1038\u1011\u102d\u102f\u1038\u1001\u1032\u1037\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1015\u102f\u1036\u1005\u1036\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1021\u1000\u103c\u103d\u1004\u103a\u1038\u1021\u1000\u103b\u1014\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a R \u1010\u103d\u1004\u103a <a href=\"https:\/\/statorials.org\/my\/\u1010\u1005\u103a\u1005\u102f\u1036\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u101e\u100a\u103a-\u1005\u102d\u1010\u103a\u101d\u1004\u103a\u1005\u102c\u1038\u1016\u103d\u101a\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u101e\u1031\u102c-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">QQ \u1021\u1000\u103d\u1000\u103a<\/a> \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\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: #008080;\">#define plotting area<\/span>\nop &lt;- par(pty = \"s\", mfrow = c(1, 2))\n\n<span style=\"color: #008080;\">#QQ plot for original model<\/span>\nqqnorm(model$residuals)\nqqline(model$residuals)\n\n<span style=\"color: #008080;\">#QQ plot for Box-Cox transformed model<\/span>\nqqnorm(new_model$residuals)\nqqline(new_model$residuals)\n\n<span style=\"color: #008080;\">#display both QQ plots<\/span>\nby(op)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11193 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boitecoxr1.png\" alt=\"R \u1016\u103c\u1004\u1037\u103a Box-Cox \u1016\u103c\u1004\u1037\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1011\u102c\u1038\u101e\u1031\u102c QQ \u1014\u101a\u103a\u1019\u103c\u1031\" width=\"501\" height=\"301\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u101a\u1031\u1018\u1030\u101a\u103b\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a\u104a \u1012\u1031\u1010\u102c\u1021\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d \u1016\u103c\u1031\u102c\u1004\u1037\u103a\u1011\u1031\u102c\u1004\u1037\u103a\u1016\u103c\u1010\u103a\u1019\u103b\u1009\u103a\u1038\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1014\u1031\u1015\u102b\u1000\u104a \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\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\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">box-cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u101e\u100a\u103a \u1019\u1030\u101b\u1004\u103a\u1038\u1006\u102f\u1010\u103a\u101a\u102f\u1010\u103a\u1019\u103e\u102f\u1019\u1031\u102c\u103a\u1012\u101a\u103a\u1011\u1000\u103a \u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1031\u102c\u1004\u1037\u103a\u1010\u1014\u103a\u1038\u101e\u1031\u102c QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1011\u102f\u1010\u103a\u101c\u102f\u1015\u103a\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1021\u1000\u103d\u1000\u103a-\u1000\u1031\u102c\u1037\u1005\u103a\u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1011\u102c\u1038\u101e\u1031\u102c \u1019\u1031\u102c\u103a\u1012\u101a\u103a\u104f \u1021\u1000\u103c\u103d\u1004\u103a\u1038\u1021\u1000\u103b\u1014\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1014\u1031\u101e\u100a\u103a\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a <a href=\"https:\/\/statorials.org\/my\/linear-regression-\u101a\u1030\u1006\u1001\u103b\u1000\u103a\/\" target=\"_blank\" rel=\"noopener noreferrer\">linear regression \u104f \u101a\u1030\u1006\u1001\u103b\u1000\u103a<\/a> \u1010\u1005\u103a\u1001\u102f\u1021\u102c\u1038 \u1000\u103b\u1031\u1014\u1015\u103a\u1005\u1031\u101e\u100a\u103a\u104b<\/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\/\u1012\u1031\u1010\u102c\u1000\u102d\u102f-r-\u1021\u1016\u103c\u1005\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener noreferrer\">R (Log\u104a Square Root\u104a Cube Root) \u1016\u103c\u1004\u1037\u103a Data \u1000\u102d\u102f\u1018\u101a\u103a\u101c\u102d\u102f\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u101c\u1032<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1010\u1005\u103a\u1005\u102f\u1036\u1010\u1005\u103a\u101a\u1031\u102c\u1000\u103a\u101e\u100a\u103a-\u1005\u102d\u1010\u103a\u101d\u1004\u103a\u1005\u102c\u1038\u1016\u103d\u101a\u103a\u1000\u1031\u102c\u1004\u103a\u1038\u101e\u1031\u102c-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u1010\u103d\u1004\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u103c\u102e\u1038 \u1021\u1013\u102d\u1015\u1039\u1015\u102c\u101a\u103a\u1016\u103d\u1004\u1037\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/shapiro-wilk-\u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f-r\/\">R \u1010\u103d\u1004\u103a\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1005\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a Shapiro-Wilk \u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>box-cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1011\u102c\u1038\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u1000\u102d\u102f \u1015\u102d\u102f\u1019\u102d\u102f \u101e\u102c\u1019\u102c\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f \u1021\u1005\u102f\u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1019\u103b\u102c\u1038\u101e\u1031\u102c\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1024\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u104f\u1014\u1031\u102c\u1000\u103a\u1000\u103d\u101a\u103a\u1010\u103d\u1004\u103a \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u101a\u1030\u1021\u1006\u1019\u103e\u102c \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1011\u102c\u1038\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103b\u1031\u1014\u102e\u1038\u1005\u1015\u103a\u101e\u100a\u1037\u103a \u03bb \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101b\u103e\u102c\u1016\u103d\u1031\u101b\u1014\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a- y(\u03bb) = (y \u03bb \u2013 1) \/ \u03bb \u1006\u102d\u102f\u101c\u103b\u103e\u1004\u103a y \u2260 0 y(\u03bb) = log(y) \u1006\u102d\u102f\u101b\u1004\u103a y = 0 MASS() \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1019\u103e boxcox() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d R \u1010\u103d\u1004\u103a box-cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b Box-Cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u103e\u102f [&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 \u1010\u103d\u1004\u103a Box-Cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)<\/title>\n<meta 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\u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030)\" \/>\n<meta property=\"og:description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a Box-Cox \u1021\u101e\u103d\u1004\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102f\u1036\u1000\u102d\u102f R \u1010\u103d\u1004\u103a \u1025\u1015\u1019\u102c\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1004\u1037\u103a \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/my\/box-cox-\u1019\u103e-r-\u101e\u102d\u102f\u1037-\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1001\u103c\u1004\u103a\u1038\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T16:32:06+00:00\" 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