{"id":2228,"date":"2023-07-23T04:12:59","date_gmt":"2023-07-23T04:12:59","guid":{"rendered":"https:\/\/statorials.org\/ar\/z-%d8%a7%d8%ae%d8%aa%d8%a8%d8%a7%d8%b1-%d8%a8%d9%8a%d8%ab%d9%88%d9%86\/"},"modified":"2023-07-23T04:12:59","modified_gmt":"2023-07-23T04:12:59","slug":"z-%d8%a7%d8%ae%d8%aa%d8%a8%d8%a7%d8%b1-%d8%a8%d9%8a%d8%ab%d9%88%d9%86","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/z-%d8%a7%d8%ae%d8%aa%d8%a8%d8%a7%d8%b1-%d8%a8%d9%8a%d8%ab%d9%88%d9%86\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062a\u0634\u063a\u064a\u0644 \u0639\u064a\u0646\u0629 \u0648\u0645\u062b\u0627\u0644\u064a\u0646 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 z \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>ztest()<\/strong> \u0645\u0646 \u062d\u0632\u0645\u0629 <a href=\"https:\/\/www.statsmodels.org\/stable\/generated\/statsmodels.stats.weightstats.ztest.html\" target=\"_blank\" rel=\"noopener\">statsmodels<\/a> \u0644\u0625\u062c\u0631\u0627\u0621 \u0639\u064a\u0646\u0629 \u0648\u0627\u062d\u062f\u0629 \u0648\u0645\u062b\u0627\u0644\u064a\u0646 \u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a z \u0641\u064a Python.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span class=\"sig-prename descclassname\"><span class=\"pre\">statsmodels. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">weightstats<\/span> .<\/span><\/span> <span class=\"sig-name descname\" style=\"color: #3366ff;\"><span class=\"pre\">ztest<\/span><\/span> <span class=\"sig-paren\">(<\/span> <em class=\"sig-param\"><span class=\"n\"><span class=\"pre\">x1<\/span><\/span><\/em> , <em class=\"sig-param\"><span class=\"n\"><span class=\"pre\">x2<\/span><\/span> <span class=\"o\"><span class=\"pre\">=<\/span><\/span> <span class=\"default_value\"><span class=\"pre\">None<\/span><\/span><\/em> , <em class=\"sig-param\"><span class=\"n\"><span class=\"pre\">value<\/span><\/span> <span class=\"o\"><span class=\"pre\">=<\/span><\/span> <span class=\"default_value\"><span class=\"pre\"><span style=\"color: #008000;\">0<\/span> )<\/span><\/span><\/em>\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0630\u0647\u0628:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>x1<\/strong> : \u0642\u064a\u0645 \u0627\u0644\u0639\u064a\u0646\u0629 \u0627\u0644\u0623\u0648\u0644\u0649<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>x2<\/strong> : \u0642\u064a\u0645 \u0627\u0644\u0639\u064a\u0646\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 (\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062c\u0631\u064a \u0627\u062e\u062a\u0628\u0627\u0631 z \u0627\u0644\u0645\u0643\u0648\u0646 \u0645\u0646 \u0639\u064a\u0646\u062a\u064a\u0646)<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0642\u064a\u0645\u0629<\/strong> : \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0623\u0642\u0644 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 (\u0641\u064a \u062d\u0627\u0644\u0629 \u0639\u064a\u0646\u0629 \u0648\u0627\u062d\u062f\u0629) \u0623\u0648 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0641\u0631\u0642 (\u0641\u064a \u062d\u0627\u0644\u0629 \u0639\u064a\u0646\u062a\u064a\u0646)<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0639\u0645\u0644\u064a\u064b\u0627.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 1: \u0645\u062b\u0627\u0644 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 Z \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0645\u0639\u062f\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0633\u0643\u0627\u0646\u064a\u0629 \u0645\u0639\u064a\u0646\u0629 \u064a\u062a\u0645 \u062a\u0648\u0632\u064a\u0639\u0647 \u0628\u0634\u0643\u0644 \u0637\u0628\u064a\u0639\u064a \u0628\u0645\u062a\u0648\u0633\u0637 \u03bc = 100 \u0648\u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a \u0642\u062f\u0631\u0647 \u03c3 = 15.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0631\u064a\u062f \u0623\u062d\u062f \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0627\u0644\u062c\u062f\u064a\u062f \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621. \u0644\u0630\u0644\u0643 \u0642\u0627\u0645 \u0628\u062a\u062c\u0646\u064a\u062f 20 \u0645\u0631\u064a\u0636\u064b\u0627 \u0644\u062a\u062c\u0631\u0628\u062a\u0647 \u0648\u062a\u0633\u062c\u064a\u0644 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0644\u062f\u064a\u0647\u0645.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 z \u0641\u064a \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062f\u0648\u0627\u0621 \u0627\u0644\u062c\u062f\u064a\u062f \u064a\u0633\u0628\u0628 \u0627\u062e\u062a\u0644\u0627\u0641\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">from<\/span> statsmodels. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">weightstats<\/span> <span style=\"color: #008000;\">import<\/span> ztest <span style=\"color: #008000;\">as<\/span> ztest\n\n<span style=\"color: #008080;\">#enter IQ levels for 20 patients\n<\/span>data = [88, 92, 94, 94, 96, 97, 97, 97, 99, 99,\n        105, 109, 109, 109, 110, 112, 112, 113, 114, 115]\n\n<span style=\"color: #008080;\">#perform one sample z-test\n<\/span>ztest(data, value= <span style=\"color: #008000;\">100<\/span> )\n\n(1.5976240527147705, 0.1101266701438426)\n<\/strong><\/span><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 z \u0644\u0639\u064a\u0646\u0629 \u0648\u0627\u062d\u062f\u0629 \u0647\u064a <strong>1.5976<\/strong> \u0648\u0627\u0644\u0642\u064a\u0645\u0629 p \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0647\u064a <strong>0.1101<\/strong> .<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0628\u0645\u0627 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0644\u0627 \u062a\u0642\u0644 \u0639\u0646 0.05\u060c \u0641\u0644\u064a\u0633 \u0644\u062f\u064a\u0646\u0627 \u0623\u062f\u0644\u0629 \u0643\u0627\u0641\u064a\u0629 \u0644\u0631\u0641\u0636 \u0641\u0631\u0636\u064a\u0629 \u0627\u0644\u0639\u062f\u0645. \u0628\u0645\u0639\u0646\u0649 \u0622\u062e\u0631\u060c \u0627\u0644\u062f\u0648\u0627\u0621 \u0627\u0644\u062c\u062f\u064a\u062f \u0644\u0627 \u064a\u0624\u062b\u0631 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0630\u0643\u0627\u0621.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062b\u0627\u0644 2: \u0645\u062b\u0627\u0644\u0627\u0646 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 Z \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0641\u062a\u0631\u0636 \u0623\u0646 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0628\u064a\u0646 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0641\u064a \u0645\u062f\u064a\u0646\u062a\u064a\u0646 \u0645\u062e\u062a\u0644\u0641\u062a\u064a\u0646 \u064a\u062a\u0645 \u062a\u0648\u0632\u064a\u0639\u0647\u0627 \u0628\u0634\u0643\u0644 \u0637\u0628\u064a\u0639\u064a \u0645\u0639 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0631\u064a\u062f \u0623\u062d\u062f \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0645\u062a\u0648\u0633\u0637 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0628\u064a\u0646 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0641\u064a \u0627\u0644\u0645\u062f\u064a\u0646\u0629 (\u0623) \u0648\u0627\u0644\u0645\u062f\u064a\u0646\u0629 (\u0628) \u0645\u062e\u062a\u0644\u0641\u064b\u0627. \u0644\u0630\u0644\u0643 \u0642\u0627\u0645\u062a \u0628\u0627\u062e\u062a\u064a\u0627\u0631 <a href=\"https:\/\/statorials.org\/ar\/\u0637\u0631\u0642-\u0627\u0654\u062e\u0630-\u0627\u0644\u0639\u064a\u0646\u0627\u062a\/\" target=\"_blank\" rel=\"noopener\">\u0639\u064a\u0646\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0628\u0633\u064a\u0637\u0629<\/a> \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 20 \u0641\u0631\u062f\u064b\u0627 \u0645\u0646 \u0643\u0644 \u0645\u062f\u064a\u0646\u0629 \u0648\u0633\u062c\u0644\u062a \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0644\u062f\u064a\u0647\u0645.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 z \u0627\u0644\u0645\u0643\u0648\u0646 \u0645\u0646 \u0639\u064a\u0646\u062a\u064a\u0646 \u0641\u064a \u0644\u063a\u0629 Python \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0645\u062a\u0648\u0633\u0637 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u064a\u062e\u062a\u0644\u0641 \u0628\u064a\u0646 \u0627\u0644\u0645\u062f\u064a\u0646\u062a\u064a\u0646:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">from<\/span> statsmodels. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">weightstats<\/span> <span style=\"color: #008000;\">import<\/span> ztest <span style=\"color: #008000;\">as<\/span> ztest\n\n<span style=\"color: #008080;\">#enter IQ levels for 20 individuals from each city\n<\/span>cityA = [82, 84, 85, 89, 91, 91, 92, 94, 99, 99,\n         105, 109, 109, 109, 110, 112, 112, 113, 114, 114]\n\ncityB = [90, 91, 91, 91, 95, 95, 99, 99, 108, 109,\n         109, 114, 115, 116, 117, 117, 128, 129, 130, 133]\n\n<span style=\"color: #008080;\">#perform two sample z-test\n<\/span>ztest(cityA, cityB, value= <span style=\"color: #008000;\">0<\/span> ) \n\n(-1.9953236073282115, 0.046007596761332065)\n<\/strong><\/span><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631 z \u0627\u0644\u0645\u0643\u0648\u0646 \u0645\u0646 \u0639\u064a\u0646\u062a\u064a\u0646 \u0647\u064a <strong>-1.9953<\/strong> \u0648\u0627\u0644\u0642\u064a\u0645\u0629 p \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0647\u064a <strong>0.0460<\/strong> .<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0628\u0645\u0627 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629 p \u0623\u0642\u0644 \u0645\u0646 0.05\u060c \u0641\u0644\u062f\u064a\u0646\u0627 \u0623\u062f\u0644\u0629 \u0643\u0627\u0641\u064a\u0629 \u0644\u0631\u0641\u0636 \u0641\u0631\u0636\u064a\u0629 \u0627\u0644\u0639\u062f\u0645. \u0628\u0645\u0639\u0646\u0649 \u0622\u062e\u0631\u060c \u064a\u062e\u062a\u0644\u0641 \u0645\u062a\u0648\u0633\u0637 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0628\u064a\u0646 \u0627\u0644\u0645\u062f\u064a\u0646\u062a\u064a\u0646.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0634\u0631\u062d \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0634\u0627\u0626\u0639\u0629 \u0623\u062e\u0631\u0649 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <a href=\"https:\/\/statorials.org\/ar\/\u0639\u064a\u0646\u0629-\u0627\u062e\u062a\u0628\u0627\u0631-\u0628\u064a\u062b\u0648\u0646\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 T \u0644\u0639\u064a\u0646\u0629 \u0648\u0627\u062d\u062f\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0639\u064a\u0646\u062a\u0627\u0646-\u0645\u0646-\u0627\u062e\u062a\u0628\u0627\u0631-\u0628\u0627\u064a\u062b\u0648\u0646\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 T \u0645\u0646 \u0639\u064a\u0646\u062a\u064a\u0646 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0639\u064a\u0646\u0627\u062a-\u0645\u0642\u062a\u0631\u0646\u0629-\u0627\u062e\u062a\u0628\u0627\u0631-\u0628\u064a\u062b\u0648\u0646\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 T \u0644\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0645\u0642\u062a\u0631\u0646\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 ztest() \u0645\u0646 \u062d\u0632\u0645\u0629 statsmodels \u0644\u0625\u062c\u0631\u0627\u0621 \u0639\u064a\u0646\u0629 \u0648\u0627\u062d\u062f\u0629 \u0648\u0645\u062b\u0627\u0644\u064a\u0646 \u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a z \u0641\u064a Python. \u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a: statsmodels. stats . weightstats . ztest ( x1 , x2 = None , value = 0 ) \u0630\u0647\u0628: x1 : \u0642\u064a\u0645 \u0627\u0644\u0639\u064a\u0646\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 x2 : \u0642\u064a\u0645 \u0627\u0644\u0639\u064a\u0646\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 (\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062c\u0631\u064a \u0627\u062e\u062a\u0628\u0627\u0631 z [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a Z \u0644\u0639\u064a\u0646\u0629 \u0648\u0627\u062d\u062f\u0629 \u0648\u0639\u064a\u0646\u062a\u064a\u0646 \u0641\u064a \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 - \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621<\/title>\n<meta name=\"description\" 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