{"id":1448,"date":"2023-07-26T08:19:00","date_gmt":"2023-07-26T08:19:00","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d0%bb%d0%be%d0%b3%d0%b0%d1%80%d0%b8%d1%84%d0%bc%d1%96%d1%87%d0%bd%d0%b0-%d1%80%d0%b5%d0%b3%d1%80%d0%b5%d1%81%d1%96%d1%8f-%d0%b2-r\/"},"modified":"2023-07-26T08:19:00","modified_gmt":"2023-07-26T08:19:00","slug":"%d0%bb%d0%be%d0%b3%d0%b0%d1%80%d0%b8%d1%84%d0%bc%d1%96%d1%87%d0%bd%d0%b0-%d1%80%d0%b5%d0%b3%d1%80%d0%b5%d1%81%d1%96%d1%8f-%d0%b2-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d0%bb%d0%be%d0%b3%d0%b0%d1%80%d0%b8%d1%84%d0%bc%d1%96%d1%87%d0%bd%d0%b0-%d1%80%d0%b5%d0%b3%d1%80%d0%b5%d1%81%d1%96%d1%8f-%d0%b2-r\/","title":{"rendered":"\u041b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u0430 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f \u0432 r (\u043f\u043e\u043a\u0440\u043e\u043a\u043e\u0432\u043e)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u041b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u0430 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f<\/strong> \u2014 \u0446\u0435 \u0442\u0438\u043f \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u0442\u044c\u0441\u044f \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0441\u0438\u0442\u0443\u0430\u0446\u0456\u0439, \u0443 \u044f\u043a\u0438\u0445 \u0437\u0440\u043e\u0441\u0442\u0430\u043d\u043d\u044f \u0430\u0431\u043e \u0441\u043f\u0430\u0434 \u0441\u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0448\u0432\u0438\u0434\u043a\u043e \u043f\u0440\u0438\u0441\u043a\u043e\u0440\u044e\u0454\u0442\u044c\u0441\u044f, \u0430 \u043f\u043e\u0442\u0456\u043c \u0441\u043f\u043e\u0432\u0456\u043b\u044c\u043d\u044e\u0454\u0442\u044c\u0441\u044f \u0437 \u0447\u0430\u0441\u043e\u043c.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u0433\u0440\u0430\u0444\u0456\u043a \u043f\u043e\u043a\u0430\u0437\u0443\u0454 \u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0433\u043e \u0440\u043e\u0437\u043f\u0430\u0434\u0443:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14289 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/expregexcel2.png\" alt=\"\" width=\"375\" height=\"284\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u0414\u043b\u044f \u0442\u0430\u043a\u043e\u0433\u043e \u0442\u0438\u043f\u0443 \u0441\u0438\u0442\u0443\u0430\u0446\u0456\u0457 \u0437\u0432\u2019\u044f\u0437\u043e\u043a \u043c\u0456\u0436 \u0437\u043c\u0456\u043d\u043d\u043e\u044e-\u043f\u0440\u043e\u0433\u043d\u043e\u0441\u0442\u0438\u043a\u043e\u044e \u0442\u0430 \u0437\u043c\u0456\u043d\u043d\u043e\u044e \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456 \u043c\u043e\u0436\u043d\u0430 \u0434\u043e\u0431\u0440\u0435 \u0437\u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u0442\u0438 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0420\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u0456 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457 \u043c\u0430\u0454 \u0442\u0430\u043a\u0438\u0439 \u0432\u0438\u0433\u043b\u044f\u0434:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = a + b*ln(x)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0437\u043e\u043b\u043e\u0442\u043e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> \u0437\u043c\u0456\u043d\u043d\u0430 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> \u043f\u0435\u0440\u0435\u0434\u0431\u0430\u0447\u0443\u0432\u0430\u043d\u0430 \u0437\u043c\u0456\u043d\u043d\u0430<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>a, b:<\/strong> \u043a\u043e\u0435\u0444\u0456\u0446\u0456\u0454\u043d\u0442\u0438 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457, \u044f\u043a\u0456 \u043e\u043f\u0438\u0441\u0443\u044e\u0442\u044c \u0437\u0432&#8217;\u044f\u0437\u043e\u043a \u043c\u0456\u0436 <em>x<\/em> \u0456 <em>y<\/em><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043f\u043e\u043a\u0440\u043e\u043a\u043e\u0432\u0438\u0439 \u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u0443 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044e \u0432 R.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041a\u0440\u043e\u043a 1: \u0421\u0442\u0432\u043e\u0440\u0456\u0442\u044c \u0434\u0430\u043d\u0456<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0441\u0442\u0432\u043e\u0440\u0438\u043c\u043e \u0444\u0430\u043b\u044c\u0448\u0438\u0432\u0456 \u0434\u0430\u043d\u0456 \u0434\u043b\u044f \u0434\u0432\u043e\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445: <em>x<\/em> \u0456 <em>y<\/em> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>x=1:15\n\ny=c(59, 50, 44, 38, 33, 28, 23, 20, 17, 15, 13, 12, 11, 10, 9.5)\n<\/strong><\/pre>\n<h3> <strong>\u041a\u0440\u043e\u043a 2: \u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0439\u0442\u0435 \u0434\u0430\u043d\u0456<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u0414\u0430\u043b\u0456 \u0441\u0442\u0432\u043e\u0440\u0438\u043c\u043e \u0448\u0432\u0438\u0434\u043a\u0443 \u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0443 \u0440\u043e\u0437\u0441\u0456\u044e\u0432\u0430\u043d\u043d\u044f, \u0449\u043e\u0431 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0437\u0432\u2019\u044f\u0437\u043e\u043a \u043c\u0456\u0436 <em>x<\/em> \u0456 <em>y<\/em> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plot(x, y)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14369 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logregr1.png\" alt=\"\" width=\"467\" height=\"426\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u0417 \u0433\u0440\u0430\u0444\u0456\u043a\u0430 \u043c\u0438 \u0431\u0430\u0447\u0438\u043c\u043e, \u0449\u043e \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438 \u0456\u0441\u043d\u0443\u0454 \u0447\u0456\u0442\u043a\u0430 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u0430 \u0441\u0445\u0435\u043c\u0430 \u0441\u043f\u0430\u0434\u0443. \u0417\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u043c\u0456\u043d\u043d\u043e\u0457 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456, <em>y<\/em> , \u0441\u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0448\u0432\u0438\u0434\u043a\u043e \u0437\u043c\u0435\u043d\u0448\u0443\u0454\u0442\u044c\u0441\u044f, \u0430 \u043f\u043e\u0442\u0456\u043c \u0441\u043f\u043e\u0432\u0456\u043b\u044c\u043d\u044e\u0454\u0442\u044c\u0441\u044f \u0437 \u0447\u0430\u0441\u043e\u043c.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0422\u043e\u043c\u0443 \u0437\u0434\u0430\u0454\u0442\u044c\u0441\u044f \u0440\u043e\u0437\u0443\u043c\u043d\u0438\u043c \u043f\u0456\u0434\u0456\u0431\u0440\u0430\u0442\u0438 \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457 \u0434\u043b\u044f \u043e\u043f\u0438\u0441\u0443 \u0437\u0432\u2019\u044f\u0437\u043a\u0443 \u043c\u0456\u0436 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041a\u0440\u043e\u043a 3: \u041f\u0456\u0434\u0431\u0435\u0440\u0456\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u044c \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0414\u0430\u043b\u0456 \u043c\u0438 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0454\u043c\u043e \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>lm()<\/strong> , \u0449\u043e\u0431 \u043f\u0456\u0434\u0456\u0431\u0440\u0430\u0442\u0438 \u043c\u043e\u0434\u0435\u043b\u044c \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457, \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 \u043d\u0430\u0442\u0443\u0440\u0430\u043b\u044c\u043d\u0438\u0439 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c <em>x<\/em> \u044f\u043a \u0437\u043c\u0456\u043d\u043d\u0443-\u043f\u0440\u043e\u0433\u043d\u043e\u0437 \u0456 <em>y<\/em> \u044f\u043a \u0437\u043c\u0456\u043d\u043d\u0443 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit the model<\/span>\nmodel &lt;- lm(y ~ <span style=\"color: #3366ff;\">log<\/span> (x))<\/strong>\n<strong>\n<span style=\"color: #008080;\">#view the output of the model<\/span>\nsummary(model)\n\nCall:\nlm(formula = y ~ log(x))\n\nResiduals:\n   Min 1Q Median 3Q Max \n-4.069 -1.313 -0.260 1.127 3.122 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 63.0686 1.4090 44.76 1.25e-15 ***\nlog(x) -20.1987 0.7019 -28.78 3.70e-13 ***\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 2.054 on 13 degrees of freedom\nMultiple R-squared: 0.9845, Adjusted R-squared: 0.9834 \nF-statistic: 828.2 on 1 and 13 DF, p-value: 3.702e-13<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/uk\/\u043f\u0440\u043e\u0441\u0442\u0438\u0438-\u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a-\u0456\u0437-\u0440\u043e\u0437\u0443\u043c\u0456\u043d\u043d\u044f-f-\u0442\u0435\u0441\u0442\u0443-\u0434\u043b\u044f-\u0437\u0430\u0433\u0430\u043b\u044c\u043d\u043e\u0456-\u0437\u043d\u0430\u0447\u0443\u0449\u043e\u0441\u0442\u0456-\u0432-\u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0456\/\" target=\"_blank\" rel=\"noopener\">\u0417\u0430\u0433\u0430\u043b\u044c\u043d\u0435 F-\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f<\/a> \u043c\u043e\u0434\u0435\u043b\u0456 \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c 828,2, \u0430 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f p \u043d\u0430\u0434\u0437\u0432\u0438\u0447\u0430\u0439\u043d\u043e \u043d\u0438\u0437\u044c\u043a\u0435 (3,702e-13), \u0449\u043e \u0432\u043a\u0430\u0437\u0443\u0454 \u043d\u0430 \u0442\u0435, \u0449\u043e \u043c\u043e\u0434\u0435\u043b\u044c \u0432 \u0446\u0456\u043b\u043e\u043c\u0443 \u043a\u043e\u0440\u0438\u0441\u043d\u0430.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 \u043a\u043e\u0435\u0444\u0456\u0446\u0456\u0454\u043d\u0442\u0438 \u0437 \u0432\u0438\u0445\u0456\u0434\u043d\u043e\u0457 \u0442\u0430\u0431\u043b\u0438\u0446\u0456, \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u043f\u043e\u0431\u0430\u0447\u0438\u0442\u0438, \u0449\u043e \u043f\u0456\u0434\u0456\u0433\u043d\u0430\u043d\u0435 \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457 \u0442\u0430\u043a\u0435:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = 63,0686 \u2013 20,1987 * ln(x)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0446\u0435 \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0443\u0432\u0430\u043d\u043d\u044f \u0437\u043c\u0456\u043d\u043d\u043e\u0457 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456 <em>y<\/em> \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437\u043c\u0456\u043d\u043d\u043e\u0457 \u043f\u0440\u0435\u0434\u0438\u043a\u0442\u043e\u0440\u0430 <em>x<\/em> . \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u044f\u043a\u0449\u043e <em>x<\/em> = 12, \u043c\u0438 \u043f\u0435\u0440\u0435\u0434\u0431\u0430\u0447\u0438\u043c\u043e, \u0449\u043e <em>y<\/em> \u0434\u043e\u0440\u0456\u0432\u043d\u044e\u0432\u0430\u0442\u0438\u043c\u0435 <strong>12,87<\/strong> :<\/span><\/p>\n<p> <span style=\"color: #000000;\">y = 63,0686 \u2013 20,1987 * ln(12) = <strong>12,87<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0411\u043e\u043d\u0443\u0441:<\/strong> \u043d\u0435 \u0441\u043e\u0440\u043e\u043c\u0442\u0435\u0441\u044f \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0446\u0435\u0439 \u043e\u043d\u043b\u0430\u0439\u043d-\u043a\u0430\u043b\u044c\u043a\u0443\u043b\u044f\u0442\u043e\u0440 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457, \u0449\u043e\u0431 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457 \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u043d\u043e\u0433\u043e \u043f\u0440\u0435\u0434\u0438\u043a\u0442\u043e\u0440\u0430 \u0442\u0430 \u0437\u043c\u0456\u043d\u043d\u043e\u0457 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041a\u0440\u043e\u043a 4: \u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0439\u0442\u0435 \u043c\u043e\u0434\u0435\u043b\u044c \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u041d\u0430\u0440\u0435\u0448\u0442\u0456, \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0448\u0432\u0438\u0434\u043a\u0438\u0439 \u0433\u0440\u0430\u0444\u0456\u043a, \u0449\u043e\u0431 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438, \u043d\u0430\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u043c\u043e\u0434\u0435\u043b\u044c \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0430\u0454 \u0434\u0430\u043d\u0438\u043c:<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#plot x vs. y<\/span>\nplot(x, y)\n\n<span style=\"color: #008080;\">#define x-values to use for regression line\n<\/span>x=seq(from= <span style=\"color: #008000;\">1<\/span> , to= <span style=\"color: #008000;\">15<\/span> , length. <span style=\"color: #3366ff;\">out<\/span> = <span style=\"color: #008000;\">1000<\/span> )\n\n<span style=\"color: #008080;\">#use the model to predict the y-values based on the x-values\n<\/span>y=predict(model,newdata=list(x=seq(from= <span style=\"color: #008000;\">1<\/span> ,to= <span style=\"color: #008000;\">15<\/span> ,length. <span style=\"color: #3366ff;\">out<\/span> = <span style=\"color: #008000;\">1000<\/span> )),\n          interval=\" <span style=\"color: #008000;\">confidence<\/span> \")\n\n<span style=\"color: #008080;\">#add the fitted regression line to the plot (lwd specifies the width of the line)\n<\/span>matlines(x,y, lwd= <span style=\"color: #008000;\">2<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14370 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/logregr2.png\" alt=\"\u041b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u0430 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f \u0432 R\" width=\"441\" height=\"389\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u0431\u0430\u0447\u0438\u043c\u043e, \u0449\u043e \u043c\u043e\u0434\u0435\u043b\u044c \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457 \u0434\u043e\u0431\u0440\u0435 \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u0454\u0442\u044c\u0441\u044f \u0437 \u043f\u0456\u0434\u0433\u043e\u043d\u043a\u043e\u044e \u0446\u044c\u043e\u0433\u043e \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0433\u043e \u043d\u0430\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u0438\u0445.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u0440\u043e\u0441\u0442\u0430-\u043b\u0456\u043d\u0456\u0438\u043d\u0430-\u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f-\u043f\u043e-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043f\u0440\u043e\u0441\u0442\u0443 \u043b\u0456\u043d\u0456\u0439\u043d\u0443 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044e \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043c\u043d\u043e\u0436\u0438\u043d\u043d\u0430-\u043b\u0456\u043d\u0456\u0438\u043d\u0430-\u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043c\u043d\u043e\u0436\u0438\u043d\u043d\u0443 \u043b\u0456\u043d\u0456\u0439\u043d\u0443 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044e \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u0430-\u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u0443 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044e \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0430-\u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f-\u0432-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0443 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044e \u0432 R<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u043e\u043b\u0456\u043d\u043e\u043c\u0456\u0430\u043b\u044c\u043d\u0430-\u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f-r\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u043d\u0430\u0442\u0438 \u043f\u043e\u043b\u0456\u043d\u043e\u043c\u0456\u0430\u043b\u044c\u043d\u0443 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044e \u0432 R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u0430 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u044f \u2014 \u0446\u0435 \u0442\u0438\u043f \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u0442\u044c\u0441\u044f \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0441\u0438\u0442\u0443\u0430\u0446\u0456\u0439, \u0443 \u044f\u043a\u0438\u0445 \u0437\u0440\u043e\u0441\u0442\u0430\u043d\u043d\u044f \u0430\u0431\u043e \u0441\u043f\u0430\u0434 \u0441\u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0448\u0432\u0438\u0434\u043a\u043e \u043f\u0440\u0438\u0441\u043a\u043e\u0440\u044e\u0454\u0442\u044c\u0441\u044f, \u0430 \u043f\u043e\u0442\u0456\u043c \u0441\u043f\u043e\u0432\u0456\u043b\u044c\u043d\u044e\u0454\u0442\u044c\u0441\u044f \u0437 \u0447\u0430\u0441\u043e\u043c. \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u0433\u0440\u0430\u0444\u0456\u043a \u043f\u043e\u043a\u0430\u0437\u0443\u0454 \u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0433\u043e \u0440\u043e\u0437\u043f\u0430\u0434\u0443: \u0414\u043b\u044f \u0442\u0430\u043a\u043e\u0433\u043e \u0442\u0438\u043f\u0443 \u0441\u0438\u0442\u0443\u0430\u0446\u0456\u0457 \u0437\u0432\u2019\u044f\u0437\u043e\u043a \u043c\u0456\u0436 \u0437\u043c\u0456\u043d\u043d\u043e\u044e-\u043f\u0440\u043e\u0433\u043d\u043e\u0441\u0442\u0438\u043a\u043e\u044e \u0442\u0430 \u0437\u043c\u0456\u043d\u043d\u043e\u044e \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456 \u043c\u043e\u0436\u043d\u0430 \u0434\u043e\u0431\u0440\u0435 \u0437\u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u0442\u0438 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457. \u0420\u0456\u0432\u043d\u044f\u043d\u043d\u044f \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u043b\u0456 \u043b\u043e\u0433\u0430\u0440\u0438\u0444\u043c\u0456\u0447\u043d\u043e\u0457 \u0440\u0435\u0433\u0440\u0435\u0441\u0456\u0457 \u043c\u0430\u0454 \u0442\u0430\u043a\u0438\u0439 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