{"id":3132,"date":"2023-07-19T01:25:27","date_gmt":"2023-07-19T01:25:27","guid":{"rendered":"https:\/\/statorials.org\/ru\/%d0%ba%d0%be%d1%8d%d0%bd%d1%81-%d0%be%d1%82-%d0%b4-%d0%b4%d0%be-%d1%80\/"},"modified":"2023-07-19T01:25:27","modified_gmt":"2023-07-19T01:25:27","slug":"%d0%ba%d0%be%d1%8d%d0%bd%d1%81-%d0%be%d1%82-%d0%b4-%d0%b4%d0%be-%d1%80","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/%d0%ba%d0%be%d1%8d%d0%bd%d1%81-%d0%be%d1%82-%d0%b4-%d0%b4%d0%be-%d1%80\/","title":{"rendered":"\u041a\u0430\u043a \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u0442\u044c d \u043a\u043e\u044d\u043d\u0430 \u0432 r (\u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u043c)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0412 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0435 \u043c\u044b \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c <a href=\"https:\/\/statorials.org\/ru\/\u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f-\u0437\u043d\u0430\u0447\u0438\u043c\u043e\u0441\u0442\u044c-\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0438-p\/\" target=\"_blank\" rel=\"noopener\">\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f p<\/a> , \u0447\u0442\u043e\u0431\u044b \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u0438 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u043d\u0430\u0447\u0438\u043c\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0441\u0440\u0435\u0434\u043d\u0438\u043c\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438 \u0434\u0432\u0443\u0445 \u0433\u0440\u0443\u043f\u043f.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0434\u043d\u0430\u043a\u043e, \u0445\u043e\u0442\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 p \u043c\u043e\u0436\u0435\u0442 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u043d\u0430\u043c, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u0438 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u043d\u0430\u0447\u0438\u043c\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0433\u0440\u0443\u043f\u043f\u0430\u043c\u0438, <a href=\"https:\/\/statorials.org\/ru\/\u0440\u0430\u0437\u043c\u0435\u0440-\u044d\u0444\u0444\u0435\u043a\u0442\u0430\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0440\u0430\u0437\u043c\u0435\u0440 \u044d\u0444\u0444\u0435\u043a\u0442\u0430<\/a> \u043c\u043e\u0436\u0435\u0442 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u043d\u0430\u043c, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0432\u0435\u043b\u0438\u043a\u0430 \u044d\u0442\u0430 \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0434\u043d\u043e\u0439 \u0438\u0437 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u043c\u0435\u0440 \u0432\u0435\u043b\u0438\u0447\u0438\u043d\u044b \u044d\u0444\u0444\u0435\u043a\u0442\u0430 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f <strong>d \u041a\u043e\u044d\u043d\u0430<\/strong> , \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/span><\/p>\n<p> <span style=\"color: #000000;\">D \u041a\u043e\u044d\u043d\u0430 = ( <span style=\"text-decoration: overline;\">x1<\/span> \u2013 <span style=\"text-decoration: overline;\">x2<\/span> ) <sub>\/<\/sub> <sub>\u221a<\/sub> <span style=\"border-top: 1px solid black;\"><sup>(<\/sup> <sup>s12<\/sup> <sub>+<\/sub> <sub>s22<\/sub> ) \/ 2<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0417\u043e\u043b\u043e\u0442\u043e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"text-decoration: overline;\">x<\/span> <sub>1<\/sub> , <span style=\"text-decoration: overline;\">x<\/span> <sub>2<\/sub> : \u0441\u0440\u0435\u0434\u043d\u0435\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043e\u0431\u0440\u0430\u0437\u0446\u0430 1 \u0438 \u043e\u0431\u0440\u0430\u0437\u0446\u0430 2 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e.<\/span><\/li>\n<li> <span style=\"color: #000000;\">s <sub>1<\/sub> <sup>2<\/sup> , s <sub>2<\/sub> <sup>2<\/sup> : \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f \u0432\u044b\u0431\u043e\u0440\u043a\u0438 1 \u0438 \u0432\u044b\u0431\u043e\u0440\u043a\u0438 2 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u044d\u0442\u0443 \u0444\u043e\u0440\u043c\u0443\u043b\u0443, \u043c\u044b \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u0435\u043c d \u041a\u043e\u044d\u043d\u0430 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A <em>d<\/em> <strong>0,5<\/strong> \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u0441\u0440\u0435\u0434\u043d\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0434\u0432\u0443\u0445 \u0433\u0440\u0443\u043f\u043f \u0440\u0430\u0437\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f \u043d\u0430 0,5 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0433\u043e \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u044f.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435 A <em>d<\/em> , \u0440\u0430\u0432\u043d\u043e\u0435 <strong>1,<\/strong> \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e \u0441\u0440\u0435\u0434\u043d\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0433\u0440\u0443\u043f\u043f\u044b \u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f \u043d\u0430 1 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0435 \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u0435.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435 A <em>d<\/em> , \u0440\u0430\u0432\u043d\u043e\u0435 <strong>2,<\/strong> \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u0441\u0440\u0435\u0434\u043d\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0433\u0440\u0443\u043f\u043f\u044b \u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f \u043d\u0430 2 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u044f.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0418 \u0442\u0430\u043a \u0434\u0430\u043b\u0435\u0435.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412\u043e\u0442 \u0435\u0449\u0435 \u043e\u0434\u0438\u043d \u0441\u043f\u043e\u0441\u043e\u0431 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u0438 d \u041a\u043e\u044d\u043d\u0430: \u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0430 \u044d\u0444\u0444\u0435\u043a\u0442\u0430 0,5 \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0441\u0440\u0435\u0434\u043d\u0435\u0433\u043e \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u0432 \u0433\u0440\u0443\u043f\u043f\u0435 1 \u043d\u0430 0,5 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0433\u043e \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u044f \u0432\u044b\u0448\u0435 \u0441\u0440\u0435\u0434\u043d\u0435\u0433\u043e \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u0432 \u0433\u0440\u0443\u043f\u043f\u0435 2.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041c\u044b \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0435 \u044d\u043c\u043f\u0438\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u043e \u0434\u043b\u044f \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u0438 d \u041a\u043e\u044d\u043d\u0430:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435 <strong>0,2<\/strong> \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u044d\u0444\u0444\u0435\u043a\u0442\u0430.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435 <strong>0,5<\/strong> \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0441\u0440\u0435\u0434\u043d\u0435\u043c\u0443 \u0440\u0430\u0437\u043c\u0435\u0440\u0443 \u044d\u0444\u0444\u0435\u043a\u0442\u0430.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0417\u043d\u0430\u0447\u0435\u043d\u0438\u0435 <strong>0,8<\/strong> \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u044d\u0444\u0444\u0435\u043a\u0442\u0430.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 R.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440: \u041a\u0430\u043a \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 R<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u043c, \u0431\u043e\u0442\u0430\u043d\u0438\u043a \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u0442 \u043a \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u044f\u043c \u0434\u0432\u0430 \u0440\u0430\u0437\u043d\u044b\u0445 \u0443\u0434\u043e\u0431\u0440\u0435\u043d\u0438\u044f, \u0447\u0442\u043e\u0431\u044b \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c, \u0435\u0441\u0442\u044c \u043b\u0438 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u0432 \u0441\u0440\u0435\u0434\u043d\u0435\u043c \u0440\u043e\u0441\u0442\u0435 \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439 (\u0432 \u0434\u044e\u0439\u043c\u0430\u0445) \u0447\u0435\u0440\u0435\u0437 \u043c\u0435\u0441\u044f\u0446.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0415\u0441\u0442\u044c \u0434\u0432\u0430 \u043c\u0435\u0442\u043e\u0434\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u0431\u044b\u0441\u0442\u0440\u043e\u0433\u043e \u0440\u0430\u0441\u0447\u0435\u0442\u0430 d \u041a\u043e\u044d\u043d\u0430 \u0432 R:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u043e\u0431 1: \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043f\u0430\u043a\u0435\u0442 lsr<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">library<\/span> (lsr)\n\n<span style=\"color: #008080;\">#define plant growth values for each group\n<span style=\"color: #000000;\">group1 &lt;- c(8, 9, 11, 11, 12, 14, 15, 16, 16, 18, 20, 21)\ngroup2 &lt;- c(7, 9, 10, 10, 11, 11, 12, 14, 14, 16, 20, 23)<\/span>\n\n#calculate Cohen's d\n<span style=\"color: #000000;\">cohensD(group1, group2)\n\n[1] 0.2635333\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u043e\u0431&nbsp;2. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043f\u0430\u043a\u0435\u0442 effsize.<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">library<\/span> (effsize)\n\n<span style=\"color: #008080;\">#define plant growth values for each group\n<span style=\"color: #000000;\">group1 &lt;- c(8, 9, 11, 11, 12, 14, 15, 16, 16, 18, 20, 21)\ngroup2 &lt;- c(7, 9, 10, 10, 11, 11, 12, 14, 14, 16, 20, 23)<\/span>\n\n#calculate Cohen's d\n<span style=\"color: #000000;\">cohen.d(group1, group2)\n\nCohen's d\n\nd estimate: 0.2635333 (small)\n95 percent confidence interval:\n     lower upper \n-0.5867889 1.1138555<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u043e\u0431\u0430 \u043c\u0435\u0442\u043e\u0434\u0430 \u0434\u0430\u044e\u0442 \u043e\u0434\u0438\u043d \u0438 \u0442\u043e\u0442 \u0436\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442: d \u041a\u043e\u044d\u043d\u0430 \u0440\u0430\u0432\u043d\u043e <strong>0,2635<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041c\u044b \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u0435\u043c \u044d\u0442\u043e \u043a\u0430\u043a \u043e\u0437\u043d\u0430\u0447\u0430\u044e\u0449\u0435\u0435, \u0447\u0442\u043e \u0441\u0440\u0435\u0434\u043d\u044f\u044f \u0432\u044b\u0441\u043e\u0442\u0430 \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439, \u043f\u043e\u043b\u0443\u0447\u0438\u0432\u0448\u0438\u0445 \u0443\u0434\u043e\u0431\u0440\u0435\u043d\u0438\u0435 \u2116 1, \u043d\u0430 <strong>0,2635<\/strong> \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0433\u043e \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u044f \u0431\u043e\u043b\u044c\u0448\u0435, \u0447\u0435\u043c \u0441\u0440\u0435\u0434\u043d\u044f\u044f \u0432\u044b\u0441\u043e\u0442\u0430 \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439, \u043f\u043e\u043b\u0443\u0447\u0438\u0432\u0448\u0438\u0445 \u0443\u0434\u043e\u0431\u0440\u0435\u043d\u0438\u0435 \u2116 2.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u044d\u043c\u043f\u0438\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u043e, \u0443\u043f\u043e\u043c\u044f\u043d\u0443\u0442\u043e\u0435 \u0440\u0430\u043d\u0435\u0435, \u043c\u044b \u0431\u044b \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u044d\u0442\u043e \u043a\u0430\u043a \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u044d\u0444\u0444\u0435\u043a\u0442\u0430.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0414\u0440\u0443\u0433\u0438\u043c\u0438 \u0441\u043b\u043e\u0432\u0430\u043c\u0438, \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e \u043e\u0442 \u0442\u043e\u0433\u043e, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u0438\u043b\u0438 \u043d\u0435\u0442 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u043d\u0430\u0447\u0438\u043c\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u0432 \u0441\u0440\u0435\u0434\u043d\u0435\u043c \u0440\u043e\u0441\u0442\u0435 \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0443\u0434\u043e\u0431\u0440\u0435\u043d\u0438\u044f\u043c\u0438, \u0444\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0433\u0440\u0443\u043f\u043f\u043e\u0432\u044b\u043c\u0438 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430\u043c\u0438 \u043d\u0435\u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u0430.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0440\u0435\u0441\u0443\u0440\u0441\u044b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0430 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u0440\u0430\u0437\u043c\u0435\u0440\u0435 \u044d\u0444\u0444\u0435\u043a\u0442\u0430 \u0438 d \u041a\u043e\u044d\u043d\u0430:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ru\/\u0440\u0430\u0437\u043c\u0435\u0440-\u044d\u0444\u0444\u0435\u043a\u0442\u0430\/\" target=\"_blank\" rel=\"noopener\">\u0420\u0430\u0437\u043c\u0435\u0440 \u044d\u0444\u0444\u0435\u043a\u0442\u0430: \u0447\u0442\u043e \u044d\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u0432\u0430\u0436\u043d\u043e<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u043a\u043e\u044d\u043d\u0441-\u0434-excel\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0440\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 Excel<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0435 \u043c\u044b \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f p , \u0447\u0442\u043e\u0431\u044b \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u0438 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u043d\u0430\u0447\u0438\u043c\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0441\u0440\u0435\u0434\u043d\u0438\u043c\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438 \u0434\u0432\u0443\u0445 \u0433\u0440\u0443\u043f\u043f. \u041e\u0434\u043d\u0430\u043a\u043e, \u0445\u043e\u0442\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 p \u043c\u043e\u0436\u0435\u0442 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u043d\u0430\u043c, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043b\u0438 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u043d\u0430\u0447\u0438\u043c\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0433\u0440\u0443\u043f\u043f\u0430\u043c\u0438, \u0440\u0430\u0437\u043c\u0435\u0440 \u044d\u0444\u0444\u0435\u043a\u0442\u0430 \u043c\u043e\u0436\u0435\u0442 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u043d\u0430\u043c, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0432\u0435\u043b\u0438\u043a\u0430 \u044d\u0442\u0430 \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435. \u041e\u0434\u043d\u043e\u0439 \u0438\u0437 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u043c\u0435\u0440 \u0432\u0435\u043b\u0438\u0447\u0438\u043d\u044b \u044d\u0444\u0444\u0435\u043a\u0442\u0430 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-3132","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041a\u0430\u043a \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 R (\u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u043c) - \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b<\/title>\n<meta name=\"description\" content=\"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 R, \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ru\/\u043a\u043e\u044d\u043d\u0441-\u043e\u0442-\u0434-\u0434\u043e-\u0440\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041a\u0430\u043a \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 R (\u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u043c) - \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b\" \/>\n<meta property=\"og:description\" content=\"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 R, \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ru\/\u043a\u043e\u044d\u043d\u0441-\u043e\u0442-\u0434-\u0434\u043e-\u0440\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T01:25:27+00:00\" \/>\n<meta name=\"author\" content=\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0430\u0432\u0442\u043e\u0440\u043e\u043c\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ru\/%d0%ba%d0%be%d1%8d%d0%bd%d1%81-%d0%be%d1%82-%d0%b4-%d0%b4%d0%be-%d1%80\/\",\"url\":\"https:\/\/statorials.org\/ru\/%d0%ba%d0%be%d1%8d%d0%bd%d1%81-%d0%be%d1%82-%d0%b4-%d0%b4%d0%be-%d1%80\/\",\"name\":\"\u041a\u0430\u043a \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u044c d \u041a\u043e\u044d\u043d\u0430 \u0432 R (\u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u043c) - 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