{"id":3115,"date":"2023-07-19T03:24:49","date_gmt":"2023-07-19T03:24:49","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d0%b5%d0%ba%d1%81%d0%bf%d0%be%d0%bd%d0%b5%d0%bd%d1%86%d1%96%d0%b0%d0%bb%d1%8c%d0%bd%d0%b8%d0%b8-%d1%80%d0%be%d0%b7%d0%bf%d0%be%d0%b4%d1%96%d0%bb-python\/"},"modified":"2023-07-19T03:24:49","modified_gmt":"2023-07-19T03:24:49","slug":"%d0%b5%d0%ba%d1%81%d0%bf%d0%be%d0%bd%d0%b5%d0%bd%d1%86%d1%96%d0%b0%d0%bb%d1%8c%d0%bd%d0%b8%d0%b8-%d1%80%d0%be%d0%b7%d0%bf%d0%be%d0%b4%d1%96%d0%bb-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d0%b5%d0%ba%d1%81%d0%bf%d0%be%d0%bd%d0%b5%d0%bd%d1%86%d1%96%d0%b0%d0%bb%d1%8c%d0%bd%d0%b8%d0%b8-%d1%80%d0%be%d0%b7%d0%bf%d0%be%d0%b4%d1%96%d0%bb-python\/","title":{"rendered":"\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0443 python"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/uk\/\u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0438-\u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b-1\/\" target=\"_blank\" rel=\"noopener\">\u0415\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b<\/a> \u2014 \u0446\u0435 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e\u0441\u0442\u0435\u0439, \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 \u0447\u0430\u0441\u0443, \u044f\u043a\u0438\u0439 \u043c\u0438 \u043c\u0430\u0454\u043c\u043e \u0447\u0435\u043a\u0430\u0442\u0438, \u043f\u043e\u043a\u0438 \u043d\u0435 \u0441\u0442\u0430\u043d\u0435\u0442\u044c\u0441\u044f \u043f\u0435\u0432\u043d\u0430 \u043f\u043e\u0434\u0456\u044f.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u042f\u043a\u0449\u043e <a href=\"https:\/\/statorials.org\/uk\/\u0432\u0438\u043f\u0430\u0434\u043a\u043e\u0432\u0456-\u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0438\/\" target=\"_blank\" rel=\"noopener\">\u0432\u0438\u043f\u0430\u0434\u043a\u043e\u0432\u0430 \u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0430<\/a> <em>X<\/em> \u043c\u0430\u0454 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b, \u0442\u043e<\/span> <span style=\"color: #000000;\">\u043a\u0443\u043c\u0443\u043b\u044f\u0442\u0438\u0432\u043d\u0443 \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0443 <em>X<\/em> \u043c\u043e\u0436\u043d\u0430 \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u0438:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong><em>F<\/em> (x; \u03bb) = 1 \u2013 e <sup>-\u03bbx<\/sup><\/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>\u03bb:<\/strong> \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u0448\u0432\u0438\u0434\u043a\u043e\u0441\u0442\u0456 (\u0440\u043e\u0437\u0440\u0430\u0445\u043e\u0432\u0443\u0454\u0442\u044c\u0441\u044f \u044f\u043a \u03bb = 1\/\u03bc)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>e:<\/strong> \u043a\u043e\u043d\u0441\u0442\u0430\u043d\u0442\u0430, \u044f\u043a\u0430 \u043f\u0440\u0438\u0431\u043b\u0438\u0437\u043d\u043e \u0434\u043e\u0440\u0456\u0432\u043d\u044e\u0454 2,718<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0426\u0435\u0439 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0443 Python.<\/span><\/p>\n<h3> <strong>\u042f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>expon.rvs(scale, size)<\/strong> \u0437 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0438 SciPy \u0432 Python, \u0449\u043e\u0431 \u0433\u0435\u043d\u0435\u0440\u0443\u0432\u0430\u0442\u0438 \u0432\u0438\u043f\u0430\u0434\u043a\u043e\u0432\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0437 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0443 \u0437 \u043f\u0435\u0432\u043d\u0438\u043c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u043c \u0448\u0432\u0438\u0434\u043a\u043e\u0441\u0442\u0456 \u0442\u0430 \u0440\u043e\u0437\u043c\u0456\u0440\u043e\u043c \u0432\u0438\u0431\u0456\u0440\u043a\u0438:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> expo\n\n<span style=\"color: #008080;\">#generate random values from exponential distribution with rate=40 and sample size=10<\/span>\nexpon. <span style=\"color: #3366ff;\">rvs<\/span> (scale= <span style=\"color: #008000;\">40<\/span> , size= <span style=\"color: #008000;\">10<\/span> )\n\narray([116.5368323 , 67.23514699, 12.00399043, 40.74580584,\n        34.60922432, 2.68266663, 22.70459831, 97.66661811,\n         6.64272914, 46.15547298])\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0456\u0442\u043a\u0430<\/strong> . \u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u043d\u0430\u0439\u0442\u0438 \u043f\u043e\u0432\u043d\u0443 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044e \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0438 SciPy <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.expon.html\" target=\"_blank\" rel=\"noopener\">\u0442\u0443\u0442<\/a> .<\/span><\/p>\n<h3> <strong>\u042f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e\u0441\u0442\u0456 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0443<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0438\u043c\u043e, \u0449\u043e \u0441\u0435\u0440\u0435\u0434\u043d\u044f \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0445\u0432\u0438\u043b\u0438\u043d \u043c\u0456\u0436 \u0432\u0438\u0432\u0435\u0440\u0436\u0435\u043d\u043d\u044f\u043c\u0438 \u043f\u0435\u0432\u043d\u043e\u0433\u043e \u0433\u0435\u0439\u0437\u0435\u0440\u0430 \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c 40 \u0445\u0432\u0438\u043b\u0438\u043d. \u041d\u0430\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e, \u0449\u043e \u0432\u0438\u0432\u0435\u0440\u0436\u0435\u043d\u043d\u044f \u0434\u043e\u0432\u0435\u0434\u0435\u0442\u044c\u0441\u044f \u0447\u0435\u043a\u0430\u0442\u0438 \u043c\u0435\u043d\u0448\u0435 50 \u0445\u0432\u0438\u043b\u0438\u043d?<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0429\u043e\u0431 \u0432\u0438\u0440\u0456\u0448\u0438\u0442\u0438 \u0446\u044e \u0437\u0430\u0434\u0430\u0447\u0443, \u043d\u0430\u043c \u0441\u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u0448\u0432\u0438\u0434\u043a\u043e\u0441\u0442\u0456:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u03bb = 1\/\u043c\u043a<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u03bb = 1\/40<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u03bb = 0,025<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u043f\u0456\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u0438 \u03bb = 0,025 \u0456 x = 50 \u0443 \u0444\u043e\u0440\u043c\u0443\u043b\u0443 CDF:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">P(X \u2264 x) = 1 \u2013 e <sup>-\u03bbx<\/sup><\/span><\/li>\n<li> <span style=\"color: #000000;\">P(X \u2264 50) = 1 \u2013 e <sup>-0,025(50)<\/sup><\/span><\/li>\n<li> <span style=\"color: #000000;\">P(X \u2264 50) = 0,7135<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0406\u043c\u043e\u0432\u0456\u0440\u043d\u0456\u0441\u0442\u044c \u0442\u043e\u0433\u043e, \u0449\u043e \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u043e\u0433\u043e \u0432\u0438\u0432\u0435\u0440\u0436\u0435\u043d\u043d\u044f \u0434\u043e\u0432\u0435\u0434\u0435\u0442\u044c\u0441\u044f \u0447\u0435\u043a\u0430\u0442\u0438 \u043c\u0435\u043d\u0448\u0435 50 \u0445\u0432\u0438\u043b\u0438\u043d, \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c <strong>0,7135<\/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 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>expon.cdf()<\/strong> SciPy, \u0449\u043e\u0431 \u0432\u0438\u0440\u0456\u0448\u0438\u0442\u0438 \u0446\u044e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u0432 Python:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> expo\n\n<span style=\"color: #008080;\">#calculate probability that x is less than 50 when mean rate is 40<\/span>\nexpon. <span style=\"color: #3366ff;\">cdf<\/span> (x=50, scale=40)\n\n0.7134952031398099\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0406\u043c\u043e\u0432\u0456\u0440\u043d\u0456\u0441\u0442\u044c \u0442\u043e\u0433\u043e, \u0449\u043e \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u043e\u0433\u043e \u0432\u0438\u0432\u0435\u0440\u0436\u0435\u043d\u043d\u044f \u0434\u043e\u0432\u0435\u0434\u0435\u0442\u044c\u0441\u044f \u0447\u0435\u043a\u0430\u0442\u0438 \u043c\u0435\u043d\u0448\u0435 50 \u0445\u0432\u0438\u043b\u0438\u043d, \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c <strong>0,7135<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0426\u0435 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0430\u0454 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044e, \u044f\u043a\u0435 \u043c\u0438 \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u043b\u0438 \u0432\u0440\u0443\u0447\u043d\u0443.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u042f\u043a \u043f\u043e\u0431\u0443\u0434\u0443\u0432\u0430\u0442\u0438 \u0433\u0440\u0430\u0444\u0456\u043a \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0443<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u043f\u043e\u0431\u0443\u0434\u0443\u0432\u0430\u0442\u0438 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0456\u0437 \u0437\u0430\u0434\u0430\u043d\u0438\u043c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u043c \u0448\u0432\u0438\u0434\u043a\u043e\u0441\u0442\u0456:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> expo\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#generate exponential distribution with sample size 10000<\/span>\nx = expon. <span style=\"color: #3366ff;\">rvs<\/span> (scale= <span style=\"color: #008000;\">40<\/span> ,size= <span style=\"color: #008000;\">10000<\/span> )\n\n<span style=\"color: #008080;\">#create plot of exponential distribution\n<\/span>plt. <span style=\"color: #3366ff;\">hist<\/span> (x, density= <span style=\"color: #008000;\">True<\/span> , edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-26590 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exponentielpython1.jpg\" alt=\"\" width=\"514\" height=\"388\" srcset=\"\" sizes=\"\"><\/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> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0445 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0430\u0445 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0456\u043d\u0448\u0456 \u043f\u043e\u0448\u0438\u0440\u0435\u043d\u0456 \u0434\u0438\u0441\u0442\u0440\u0438\u0431\u0443\u0442\u0438\u0432\u0438 \u0432 Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/\u0440\u0438\u0431\u043d\u0438\u0438-\u043f\u0456\u0442\u043e\u043d\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u041f\u0443\u0430\u0441\u0441\u043e\u043d\u0430 \u0432 Python<\/a><br \/><a href=\"https:\/\/statorials.org\/uk\/t-\u0434\u0438\u0441\u0442\u0440\u0438\u0431\u0443\u0442\u0438\u0432-python\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b t \u0443 Python<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0440\u0456\u0432\u043d\u043e\u043c\u0456\u0440\u043d\u0438\u0438-\u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b-python\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0440\u0456\u0432\u043d\u043e\u043c\u0456\u0440\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0443 Python<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0415\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u2014 \u0446\u0435 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0439\u043c\u043e\u0432\u0456\u0440\u043d\u043e\u0441\u0442\u0435\u0439, \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 \u0447\u0430\u0441\u0443, \u044f\u043a\u0438\u0439 \u043c\u0438 \u043c\u0430\u0454\u043c\u043e \u0447\u0435\u043a\u0430\u0442\u0438, \u043f\u043e\u043a\u0438 \u043d\u0435 \u0441\u0442\u0430\u043d\u0435\u0442\u044c\u0441\u044f \u043f\u0435\u0432\u043d\u0430 \u043f\u043e\u0434\u0456\u044f. \u042f\u043a\u0449\u043e \u0432\u0438\u043f\u0430\u0434\u043a\u043e\u0432\u0430 \u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0430 X \u043c\u0430\u0454 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b, \u0442\u043e \u043a\u0443\u043c\u0443\u043b\u044f\u0442\u0438\u0432\u043d\u0443 \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0443 X \u043c\u043e\u0436\u043d\u0430 \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u0438: F (x; \u03bb) = 1 \u2013 e -\u03bbx \u0437\u043e\u043b\u043e\u0442\u043e: \u03bb: \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u0448\u0432\u0438\u0434\u043a\u043e\u0441\u0442\u0456 (\u0440\u043e\u0437\u0440\u0430\u0445\u043e\u0432\u0443\u0454\u0442\u044c\u0441\u044f \u044f\u043a \u03bb = 1\/\u03bc) e: \u043a\u043e\u043d\u0441\u0442\u0430\u043d\u0442\u0430, \u044f\u043a\u0430 \u043f\u0440\u0438\u0431\u043b\u0438\u0437\u043d\u043e [&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>\u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0443 Python - \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f<\/title>\n<meta name=\"description\" content=\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0435\u043a\u0441\u043f\u043e\u043d\u0435\u043d\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u0439 \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b \u0443 Python, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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