{"id":1116,"date":"2023-07-27T14:52:53","date_gmt":"2023-07-27T14:52:53","guid":{"rendered":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-%e1%80%80%e1%80%ad%e1%80%af%e1%80%95%e1%80%af%e1%80%b6%e1%80%99%e1%80%be%e1%80%94%e1%80%ba%e1%80%96%e1%80%bc%e1%80%85%e1%80%ba%e1%80%a1%e1%80%b1%e1%80%ac\/"},"modified":"2023-07-27T14:52:53","modified_gmt":"2023-07-27T14:52:53","slug":"r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-%e1%80%80%e1%80%ad%e1%80%af%e1%80%95%e1%80%af%e1%80%b6%e1%80%99%e1%80%be%e1%80%94%e1%80%ba%e1%80%96%e1%80%bc%e1%80%85%e1%80%ba%e1%80%a1%e1%80%b1%e1%80%ac","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-data-%e1%80%80%e1%80%ad%e1%80%af%e1%80%95%e1%80%af%e1%80%b6%e1%80%99%e1%80%be%e1%80%94%e1%80%ba%e1%80%96%e1%80%bc%e1%80%85%e1%80%ba%e1%80%a1%e1%80%b1%e1%80%ac\/","title":{"rendered":"R \u1010\u103d\u1004\u103a \u1012\u1031\u1010\u102c\u1005\u1036\u1014\u103e\u102f\u1014\u103a\u1038\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1014\u100a\u103a\u1038- \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f <strong>\u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103c\u1004\u103a\u1038<\/strong> \u101e\u100a\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a 0 \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1019\u103e\u102c 1 \u1016\u103c\u1005\u103a\u101e\u100a\u1037\u103a\u1021\u1010\u103d\u1000\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1000\u102d\u102f \u1001\u103b\u1032\u1037\u1011\u103d\u1004\u103a\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u104e\u1004\u103a\u1038\u1000\u102d\u102f\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1021\u1019\u103b\u102c\u1038\u1006\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\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 \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1015\u1031\u1038\u101e\u100a\u1037\u103a z-score \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a-<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>(x <sub>i<\/sub> \u2013 <span style=\"text-decoration: overline;\">x<\/span> ) \/ s<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u101b\u103d\u103e\u1031-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x <sub>i<\/sub><\/strong> : dataset \u104f <sup>ith<\/sup> \u1010\u1014\u103a\u1016\u102d\u102f\u1038<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><span style=\"text-decoration: overline;\">x<\/span><\/strong> : \u1014\u1019\u1030\u1014\u102c\u1000\u102d\u102f\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s<\/strong> : \u1014\u1019\u1030\u1014\u102c\u104f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a z-score \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1021\u1010\u103d\u1004\u103a\u1038 \u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1021\u1011\u102d \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1021\u1011\u102d R \u101b\u103e\u102d <strong>dplyr<\/strong> \u1015\u1000\u103a\u1000\u1031\u1037\u1001\u103b\u103a\u1016\u103c\u1004\u1037\u103a <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-\u1005\u1000\u1031\u1038\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\/\" target=\"_blank\" rel=\"noopener\">\u1005\u1000\u1031\u1038()<\/a> \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\u102f\u1036\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1010\u100a\u103a\u1038\u1000\u102d\u102f \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u101e\u102f\u1036\u1038\u1001\u102f\u1015\u102b\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1004\u103a\u1038 \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u102c\u1038 \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1021\u1011\u102d \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1000\u102d\u102f\u1015\u103c\u101e\u101e\u100a\u103a-<br \/><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n<span style=\"color: #008080;\">\n#view original data frame<\/span>\ndf\n\n        var1 var2 var3\n1 13.275433 6.325466 35.845273\n2 18.606195 5.707692 12.000703\n3 28.642668 16.427480 26.505234\n4 45.410389 10.066178 9.143318\n5 10.084097 18.166670 13.818282\n6 44.919484 12.451684 17.741765\n7 47.233763 17.069989 5.441881\n8 33.039890 22.830028 17.618803\n9 31.455702 9.980739 33.699798\n10 3.089314 18.326350 16.231517\n\n<span style=\"color: #008080;\">#scale <em>var1<\/em> to have mean = 0 and standard deviation = 1<\/span>\ndf2 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_at<\/span> (c(' <span style=\"color: #008000;\">var1<\/span> '), ~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf2\n\n          var1 var2 var3\n1 -0.90606801 6.325466 35.845273\n2 -0.56830963 5.707692 12.000703\n3 0.06760377 16.427480 26.505234\n4 1.13001072 10.066178 9.143318\n5 -1.10827188 18.166670 13.818282\n6 1.09890684 12.451684 17.741765\n7 1.24554014 17.069989 5.441881\n8 0.34621281 22.830028 17.618803\n9 0.24583830 9.980739 33.699798\n10 -1.55146305 18.326350 16.231517\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1015\u1011\u1019 variable \u1010\u1005\u103a\u1001\u102f\u1010\u100a\u103a\u1038\u1000\u102d\u102f\u101e\u102c scaled \u101c\u102f\u1015\u103a\u1011\u102c\u1038\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u1021\u1001\u103c\u102c\u1038 variable \u1014\u103e\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1010\u1030\u100a\u102e\u1014\u1031\u1015\u102b\u101e\u100a\u103a\u104b \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1021\u101e\u1005\u103a\u1010\u103d\u1004\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038 0 \u1014\u103e\u1004\u1037\u103a \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f 1 \u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1021\u1019\u103c\u1014\u103a\u1021\u1010\u100a\u103a\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate mean of scaled variable<\/span>\nmean(df2$var1)\n\n[1] -4.18502e-18 <span style=\"color: #008080;\">#basically zero<\/span>\n\n<span style=\"color: #008080;\">#calculate standard deviation of scaled variable<\/span> \nsd(df2$var1)\n\n[1] 1<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\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 \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1010\u1005\u103a\u1000\u103c\u102d\u1019\u103a\u1010\u100a\u103a\u1038\u1005\u1000\u1031\u1038\u1001\u103b\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: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n\n<span style=\"color: #008080;\">#scale <em>var1<\/em> and <em>var2<\/em> to have mean = 0 and standard deviation = 1<\/span>\ndf3 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_at<\/span> (c(' <span style=\"color: #008000;\">var1<\/span> ', ' <span style=\"color: #008000;\">var2<\/span> '), ~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf3\n\n          var1 var2 var3\n1 -0.90606801 -1.3045574 35.845273\n2 -0.56830963 -1.4133223 12.000703\n3 0.06760377 0.4739961 26.505234\n4 1.13001072 -0.6459703 9.143318\n5 -1.10827188 0.7801967 13.818282\n6 1.09890684 -0.2259798 17.741765\n7 1.24554014 0.5871157 5.441881\n8 0.34621281 1.6012242 17.618803\n9 0.24583830 -0.6610127 33.699798\n10 -1.55146305 0.8083098 16.231517<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1015\u102b\u104b<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a <strong>mutate_all<\/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 \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1004\u103a\u1038\u101b\u103e\u102d \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a <em>\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f<\/em> \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1021\u1011\u102d \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n\n<span style=\"color: #008080;\">#scale all variables to have mean = 0 and standard deviation = 1<\/span>\ndf4 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_all<\/span> (~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf4\n\n          var1 var2 var3\n1 -0.90606801 -1.3045574 1.6819976\n2 -0.56830963 -1.4133223 -0.6715858\n3 0.06760377 0.4739961 0.7600871\n4 1.13001072 -0.6459703 -0.9536246\n5 -1.10827188 0.7801967 -0.4921813\n6 1.09890684 -0.2259798 -0.1049130\n7 1.24554014 0.5871157 -1.3189757\n8 0.34621281 1.6012242 -0.1170501\n9 0.24583830 -0.6610127 1.4702281\n10 -1.55146305 0.8083098 -0.2539824<\/strong><\/pre>\n<h2> <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><\/h2>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a R \u1010\u103d\u1004\u103a \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u1021\u101c\u102f\u1015\u103a\u1019\u103b\u102c\u1038\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\u101e\u100a\u103a-<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a\u1012\u1031\u1010\u102c\u1000\u102d\u102f\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1005\u103a\u1021\u1031\u102c\u1004\u103a\u1018\u101a\u103a\u101c\u102d\u102f\u101c\u102f\u1015\u103a\u1019\u101c\u1032\u104b\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u1010\u103d\u1004\u103a\u1012\u1031\u1010\u102c\u1000\u102d\u102f\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1005\u103a\u1021\u1031\u102c\u1004\u103a\u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-\u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u1010\u103d\u1004\u103a \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-\u1015\u103b\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1014\u1031\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f-\u1006\u1014\u1037\u103a\u1000\u103b\u1004\u103a\u101e\u100a\u103a\u104b\/\" target=\"_blank\" rel=\"noopener noreferrer\">R \u1010\u103d\u1004\u103a \u1015\u103b\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1014\u1031\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u1015\u103c\u1005\u103a\u1010\u1004\u103a\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><br \/> <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><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1000\u102d\u102f \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103c\u1004\u103a\u1038 \u101e\u100a\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a 0 \u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038 \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1019\u103e\u102c 1 \u1016\u103c\u1005\u103a\u101e\u100a\u1037\u103a\u1021\u1010\u103d\u1000\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1000\u102d\u102f \u1001\u103b\u1032\u1037\u1011\u103d\u1004\u103a\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u104e\u1004\u103a\u1038\u1000\u102d\u102f\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1021\u1019\u103b\u102c\u1038\u1006\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\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 \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103b\u102d\u1014\u103a\u100a\u103e\u102d\u1015\u1031\u1038\u101e\u100a\u1037\u103a z-score \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a- (x i \u2013 x ) \/ s \u101b\u103d\u103e\u1031- x i : dataset \u104f ith \u1010\u1014\u103a\u1016\u102d\u102f\u1038 x : \u1014\u1019\u1030\u1014\u102c\u1000\u102d\u102f\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u104b s : \u1014\u1019\u1030\u1014\u102c\u104f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a z-score \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1021\u1010\u103d\u1004\u103a\u1038 \u1010\u1005\u103a\u1001\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1010\u1005\u103a\u1001\u102f\u1011\u1000\u103a\u1015\u102d\u102f\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1021\u1011\u102d \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1021\u1011\u102d [&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 \u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1005\u1036\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1015\u102f\u1036 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a 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