{"id":823,"date":"2023-07-28T15:22:57","date_gmt":"2023-07-28T15:22:57","guid":{"rendered":"https:\/\/statorials.org\/ar\/z-%d8%a7%d9%84%d9%86%d8%aa%d9%8a%d8%ac%d8%a9-%d8%a8%d9%8a%d8%ab%d9%88%d9%86\/"},"modified":"2023-07-28T15:22:57","modified_gmt":"2023-07-28T15:22:57","slug":"z-%d8%a7%d9%84%d9%86%d8%aa%d9%8a%d8%ac%d8%a9-%d8%a8%d9%8a%d8%ab%d9%88%d9%86","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/z-%d8%a7%d9%84%d9%86%d8%aa%d9%8a%d8%ac%d8%a9-%d8%a8%d9%8a%d8%ab%d9%88%d9%86\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a 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;\">\u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\u060c \u062a\u062e\u0628\u0631\u0646\u0627 <strong>\u0627\u0644\u0646\u062a\u064a\u062c\u0629 z \u0639\u0646<\/strong> \u0639\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0642\u064a\u0645\u0629 \u0639\u0646 <a href=\"https:\/\/statorials.org\/ar\/\u064a\u0642\u064a\u0633-\u0627\u0644\u0627\u062a\u062c\u0627\u0647-\u0627\u0644\u0645\u0631\u0643\u0632\u064a\/\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0645\u062a\u0648\u0633\u0637<\/a> . \u0646\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0629 z:<\/span><\/p>\n<p style=\"text-align: center;;text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0636<\/strong> = (X \u2013 \u03bc) \/ \u03c3<\/span><\/p>\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;\">X \u0647\u064a \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u062d\u062f\u0629<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u03bc \u0647\u0648 \u0645\u062a\u0648\u0633\u0637 \u0639\u062f\u062f \u0627\u0644\u0633\u0643\u0627\u0646<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u03c3 \u0647\u0648 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0633\u0643\u0627\u0646<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0644\u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <strong>\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a Z \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646<\/strong><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>scipy.stats.zscore<\/strong> \u060c \u0648\u0627\u0644\u0630\u064a \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>scipy.stats.zscore(a, axis=0, ddof=0, nan_policy=&#8217;propagate&#8217;)<\/strong><\/span><\/p>\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>a<\/strong> : \u0643\u0627\u0626\u0646 \u0645\u0646 \u0646\u0648\u0639 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062d\u0648\u0631<\/strong> : \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0630\u064a \u064a\u062a\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644\u0647 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a z. \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0647\u064a 0.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>ddof<\/strong> : \u062a\u0635\u062d\u064a\u062d \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u062d\u0631\u064a\u0629 \u0641\u064a \u062d\u0633\u0627\u0628 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a. \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0647\u064a 0.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>nan_policy<\/strong> : \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0639\u0646\u062f\u0645\u0627 \u064a\u062d\u062a\u0648\u064a \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0639\u0644\u0649 nan. \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0647\u0648 \u0646\u0634\u0631\u060c \u0648\u0627\u0644\u0630\u064a \u064a\u064f\u0631\u062c\u0639 nan. \u064a\u0624\u062f\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 &#8220;\u0631\u0641\u0639&#8221; \u0625\u0644\u0649 \u0638\u0647\u0648\u0631 \u062e\u0637\u0623 \u0628\u064a\u0646\u0645\u0627 \u064a\u0624\u062f\u064a &#8220;\u062d\u0630\u0641&#8221; \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u062d\u0633\u0627\u0628\u064a\u0629 \u0645\u062a\u062c\u0627\u0647\u0644\u0627\u064b \u0642\u064a\u0645 \u0627\u0644\u0646\u0627\u0646\u0648.<\/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\u062f\u0627\u0644\u0629 \u0644\u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a numpy \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0628\u0639\u062f\u060c \u0648\u0645\u0635\u0641\u0648\u0641\u0627\u062a numpy \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0648Pandas DataFrames.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0639\u062f\u062f \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0628\u0639\u062f<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u062e\u0637\u0648\u0629 1: \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0648\u062d\u062f\u0627\u062a.<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import <span style=\"color: #000000;\">pandas<\/span> as <span style=\"color: #000000;\">pd<\/span>\nimport<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n<span style=\"color: #107d3f;\">import<\/span> scipy.stats <span style=\"color: #107d3f;\">as<\/span> stats\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u062e\u0637\u0648\u0629 2: \u0625\u0646\u0634\u0627\u0621 \u062c\u062f\u0648\u0644 \u0627\u0644\u0642\u064a\u0645.<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data = np.array([6, 7, 7, 12, 13, 13, 15, 16, 19, 22])\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u062e\u0637\u0648\u0629 3: \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644.<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>stats.zscore(data)\n\n<span style=\"color: #000000;\">[-1.394, -1.195, -1.195, -0.199, 0, 0, 0.398, 0.598, 1.195, 1.793]<\/span>\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u062e\u0628\u0631\u0646\u0627 \u0643\u0644 \u062f\u0631\u062c\u0629 z \u0628\u0639\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0644\u0631\u0642\u0645 &#8220;6&#8221; \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0647\u064a <strong>1.394<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0623\u0642\u0644 \u0645\u0646<\/em> \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629 \u0644\u0640 &#8220;13&#8221; \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0647\u064a <strong>0<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a \u0639\u0646 \u0627\u0644\u0648\u0633\u0637\u060c \u0623\u064a \u0623\u0646\u0647\u0627 \u062a\u0633\u0627\u0648\u064a \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0644\u0640 &#8220;22&#8221; \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0647\u064a <strong>1.793<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0641\u0648\u0642<\/em> \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<\/ul>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0639\u062f\u062f \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0646\u0627 \u0645\u0635\u0641\u0648\u0641\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0641\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0639\u0644\u0645\u0629 <strong>\u0627\u0644\u0645\u062d\u0648\u0631<\/strong> \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u0646\u0646\u0627 \u0646\u0631\u064a\u062f \u062d\u0633\u0627\u0628 \u0643\u0644 \u062f\u0631\u062c\u0629 z \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data = np.array([[5, 6, 7, 7, 8],\n                 [8, 8, 8, 9, 9],\n                 [2, 2, 4, 4, 5]])\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a z \u0644\u0643\u0644 \u062c\u062f\u0648\u0644:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>stats.zscore(data, axis=1)\n\n[[-1.569 -0.588 0.392 0.392 1.373]\n[-0.816 -0.816 -0.816 1.225 1.225]\n[-1.167 -1.167 0.5 0.5 1.333]]\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u062a\u0645 \u0639\u0631\u0636 \u0627\u0644\u062f\u0631\u062c\u0627\u062a z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u0631\u062f\u064a\u0629 \u0646\u0633\u0628\u0629 \u0625\u0644\u0649 \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u0630\u064a \u062a\u0645 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u064a\u0647\u0627 \u0641\u064a\u0647. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0644\u0631\u0642\u0645 &#8220;5&#8221; \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u0623\u0648\u0644 \u0647\u064a <strong>1.159<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u062a\u062d\u062a<\/em> \u0645\u062a\u0648\u0633\u0637 \u062c\u062f\u0648\u0644\u0647.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 &#8220;8&#8221; \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u062b\u0627\u0646\u064a \u0647\u064a <strong>0.816<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u062a\u062d\u062a<\/em> \u0645\u062a\u0648\u0633\u0637 \u062c\u062f\u0648\u0644\u0647.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0644\u0631\u0642\u0645 &#8220;2&#8221; \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u062b\u0627\u0644\u062b \u0647\u064a <strong>1.167<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u062a\u062d\u062a<\/em> \u0645\u062a\u0648\u0633\u0637 \u062c\u062f\u0648\u0644\u0647.<\/span><\/li>\n<\/ul>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0625\u0637\u0627\u0631\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u0627\u0646\u062f\u0627<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 Pandas DataFrame \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0630\u0644\u0643:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data = pd.DataFrame(np.random.randint(0, 10, size=(5, 3)), columns=['A', 'B', 'C'])\ndata\n\nABC\n0 8 0 9\n1 4 0 7\n2 9 6 8\n3 1 8 1\n4 8 0 8\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 <strong>\u0627\u0644\u062a\u0637\u0628\u064a\u0642<\/strong> \u0644\u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0629 z \u0644\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0644\u0643\u0644 \u0639\u0645\u0648\u062f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data.apply(stats.zscore)\n\n          ABC\n0 0.659380 -0.802955 0.836080\n1 -0.659380 -0.802955 0.139347\n2 0.989071 0.917663 0.487713\n3 -1.648451 1.491202 -1.950852\n4 0.659380 -0.802955 0.487713\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u062a\u0645 \u0639\u0631\u0636 \u0627\u0644\u062f\u0631\u062c\u0627\u062a z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u0631\u062f\u064a\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0630\u064a \u062a\u0648\u062c\u062f \u0641\u064a\u0647. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0644\u0631\u0642\u0645 &#8220;8&#8221; \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0623\u0648\u0644 \u0647\u064a <strong>0.659<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0641\u0648\u0642<\/em> \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0644\u0639\u0645\u0648\u062f\u0647.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 &#8220;0&#8221; \u0627\u0644\u0623\u0648\u0644\u0649 \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u062b\u0627\u0646\u064a \u0647\u064a <strong>0.803<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0645\u0639\u064a\u0627\u0631\u064a\u0629 <em>\u0623\u0642\u0644<\/em> \u0645\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u062e\u0627\u0635 \u0628\u0647\u0627.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0644\u0631\u0642\u0645 &#8220;9&#8221; \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u062b\u0627\u0644\u062b \u0647\u064a <strong>0.836<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0641\u0648\u0642<\/em> \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0644\u0639\u0645\u0648\u062f\u0647.<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629:<\/strong><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <a href=\"https:\/\/statorials.org\/ar\/z-\u0627\u0644\u0646\u062a\u064a\u062c\u0629-\u0627\u0644\u062a\u0641\u0648\u0642\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a Z \u0641\u064a \u0625\u0643\u0633\u064a\u0644<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0639\u0634\u0631\u0627\u062a-z-spss\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a Z \u0641\u064a SPSS<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/z-\u0627\u0644\u0646\u062a\u064a\u062c\u0629-ti-84-\u0627\u0653\u0644\u0629-\u062d\u0627\u0633\u0628\u0629\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 Z \u0639\u0644\u0649 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u062d\u0627\u0633\u0628\u0629 TI-84<\/a><\/p>\n<dl class=\"field-list simple\" style=\";text-align:right;direction:rtl\">\n<dd class=\"field-odd\"><\/dd>\n<\/dl>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\u060c \u062a\u062e\u0628\u0631\u0646\u0627 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 z \u0639\u0646 \u0639\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0642\u064a\u0645\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 . \u0646\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0629 z: \u0636 = (X \u2013 \u03bc) \/ \u03c3 \u0630\u0647\u0628: X \u0647\u064a \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u062d\u062f\u0629 \u03bc \u0647\u0648 \u0645\u062a\u0648\u0633\u0637 \u0639\u062f\u062f \u0627\u0644\u0633\u0643\u0627\u0646 \u03c3 \u0647\u0648 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0633\u0643\u0627\u0646 \u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0644\u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0641\u064a [&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 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a Z \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 statorials.org<\/title>\n<meta name=\"description\" content=\"\u0634\u0631\u062d \u0628\u0633\u064a\u0637 \u0644\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646.\" \/>\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\/ar\/z-\u0627\u0644\u0646\u062a\u064a\u062c\u0629-\u0628\u064a\u062b\u0648\u0646\/\" 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