{"id":3526,"date":"2023-07-17T00:49:18","date_gmt":"2023-07-17T00:49:18","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a5%87%e0%a4%9f%e0%a5%8d%e0%a4%b8%e0%a4%ae%e0%a5%89%e0%a4%a1%e0%a4%b2-%e0%a4%b2%e0%a5%89%e0%a4%9c%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a4%bf\/"},"modified":"2023-07-17T00:49:18","modified_gmt":"2023-07-17T00:49:18","slug":"%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a5%87%e0%a4%9f%e0%a5%8d%e0%a4%b8%e0%a4%ae%e0%a5%89%e0%a4%a1%e0%a4%b2-%e0%a4%b2%e0%a5%89%e0%a4%9c%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a4%bf","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a5%87%e0%a4%9f%e0%a5%8d%e0%a4%b8%e0%a4%ae%e0%a5%89%e0%a4%a1%e0%a4%b2-%e0%a4%b2%e0%a5%89%e0%a4%9c%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%9f%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a4%bf\/","title":{"rendered":"\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\u092a\u093e\u092f\u0925\u0928 \u0915\u093e <a href=\"https:\/\/www.statsmodels.org\/stable\/index.html\" target=\"_blank\" rel=\"noopener\">\u0938\u094d\u091f\u0948\u091f\u092e\u0949\u0921\u0932<\/a> \u092e\u0949\u0921\u094d\u092f\u0942\u0932 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0914\u0930 \u0915\u0915\u094d\u0937\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0906\u092a\u0915\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092e\u0949\u0921\u0932 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091a\u0930\u0923-\u0926\u0930-\u091a\u0930\u0923 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0938\u094d\u091f\u0948\u091f\u092e\u0949\u0921\u0932 \u092b\u093c\u0902\u0915\u094d\u0936\u0902\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 <a href=\"https:\/\/statorials.org\/hi\/\u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915-\u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928-1\/\" target=\"_blank\" rel=\"noopener\">\u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928<\/a> \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u091a\u0930\u0923 1: \u0921\u0947\u091f\u093e \u092c\u0928\u093e\u090f\u0902<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0938\u092c\u0938\u0947 \u092a\u0939\u0932\u0947, \u0906\u0907\u090f \u090f\u0915 \u092a\u093e\u0902\u0921\u093e \u0921\u0947\u091f\u093e\u092b\u093c\u094d\u0930\u0947\u092e \u092c\u0928\u093e\u090f\u0902 \u091c\u093f\u0938\u092e\u0947\u0902 \u0924\u0940\u0928 \u091a\u0930 \u0939\u094b\u0902:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0947 \u0918\u0902\u091f\u0947 (\u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u092e\u0942\u0932\u094d\u092f)<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0905\u0927\u094d\u092f\u092f\u0928 \u0935\u093f\u0927\u093f (\u0935\u093f\u0927\u093f \u090f \u092f\u093e \u092c\u0940)<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u092a\u0930\u0940\u0915\u094d\u0937\u093e \u092a\u0930\u093f\u0923\u093e\u092e (\u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u092f\u093e \u0905\u0928\u0941\u0924\u094d\u0924\u0940\u0930\u094d\u0923)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0939\u092e \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u093f\u090f \u0917\u090f \u0918\u0902\u091f\u094b\u0902 \u0914\u0930 \u0905\u0927\u094d\u092f\u092f\u0928 \u092a\u0926\u094d\u0927\u0924\u093f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u090f\u0915 \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0915\u0930\u0947\u0902\u0917\u0947 \u0924\u093e\u0915\u093f \u092f\u0939 \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0947 \u0915\u093f \u0915\u094b\u0908 \u091b\u093e\u0924\u094d\u0930 \u0915\u093f\u0938\u0940 \u0926\u0940 \u0917\u0908 \u092a\u0930\u0940\u0915\u094d\u0937\u093e \u092e\u0947\u0902 \u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u0939\u094b\u0924\u093e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u093e\u0902\u0921\u093e \u0921\u0947\u091f\u093e\u092b\u093c\u094d\u0930\u0947\u092e \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u092f\u093e \u091c\u093e\u090f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">result<\/span> ': [0, 1, 0, 0, 0, 0, 0, 1, 1, 0,\n                              0, 1, 1, 1, 0, 1, 1, 1, 1, 1],\n                   ' <span style=\"color: #ff0000;\">hours<\/span> ': [1, 2, 2, 2, 3, 2, 5, 4, 3, 6,\n                            5, 8, 8, 7, 6, 7, 5, 4, 8, 9],\n                   ' <span style=\"color: #ff0000;\">method<\/span> ': ['A', 'A', 'A', 'B', 'B', 'B', 'B',\n                             'B', 'B', 'A', 'B', 'A', 'B', 'B',\n                             'A', 'A', 'B', 'A', 'B', 'A']})\n\n<span style=\"color: #008080;\">#view first five rows of DataFrame\n<\/span>df. <span style=\"color: #3366ff;\">head<\/span> ()\n\n\tresult hours method\n0 0 1 A\n1 1 2 A\n2 0 2 A\n3 0 2 B\n4 0 3 B<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u091a\u0930\u0923 2: \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092b\u093f\u091f \u0915\u0930\u0947\u0902<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0907\u0938\u0915\u0947 \u092c\u093e\u0926, \u0939\u092e <strong>logit()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092b\u093f\u091f \u0915\u0930\u0947\u0902\u0917\u0947:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> statsmodels. <span style=\"color: #3366ff;\">formula<\/span> . <span style=\"color: #3366ff;\">api<\/span> <span style=\"color: #008000;\">as<\/span> smf\n\n<span style=\"color: #008080;\">#fit logistic regression model\n<\/span>model = smf. <span style=\"color: #3366ff;\">logit<\/span> (' <span style=\"color: #ff0000;\">result~hours+method<\/span> ', data=df). <span style=\"color: #3366ff;\">fit<\/span> ()\n\n<span style=\"color: #008080;\">#view model summary\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">model.summary<\/span> ())\n\nOptimization completed successfully.\n         Current function value: 0.557786\n         Iterations 5\n                           Logit Regression Results                           \n==================================================== ============================\nDept. Variable: result No. Observations: 20\nModel: Logit Df Residuals: 17\nMethod: MLE Df Model: 2\nDate: Mon, 22 Aug 2022 Pseudo R-squ.: 0.1894\nTime: 09:53:35 Log-Likelihood: -11.156\nconverged: True LL-Null: -13.763\nCovariance Type: nonrobust LLR p-value: 0.07375\n==================================================== ============================\n                  coef std err z P&gt;|z| [0.025 0.975]\n-------------------------------------------------- -----------------------------\nIntercept -2.1569 1.416 -1.523 0.128 -4.932 0.618\nmethod[TB] 0.0875 1.051 0.083 0.934 -1.973 2.148\nhours 0.4909 0.245 2.002 0.045 0.010 0.972\n==================================================== ============================\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u0906\u0909\u091f\u092a\u0941\u091f \u0915\u0947 <strong>\u0915\u0949\u092b\u093c<\/strong> \u0915\u0949\u0932\u092e \u092e\u0947\u0902 \u092e\u093e\u0928 \u0939\u092e\u0947\u0902 \u092a\u0930\u0940\u0915\u094d\u0937\u093e \u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0932\u0949\u0917 \u092c\u093e\u0927\u093e\u0913\u0902 \u092e\u0947\u0902 \u0914\u0938\u0924 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u092c\u0924\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f:<\/span><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0905\u0927\u094d\u092f\u092f\u0928 \u0935\u093f\u0927\u093f \u092c\u0940 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0905\u0927\u094d\u092f\u092f\u0928 \u0935\u093f\u0927\u093f \u090f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u092a\u0930\u0940\u0915\u094d\u0937\u093e \u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0932\u0949\u0917 \u092c\u093e\u0927\u093e\u0913\u0902 \u092e\u0947\u0902 <strong>0.0875<\/strong> \u0915\u0940 \u0914\u0938\u0924 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u0941\u0908 \u0939\u0948\u0964<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0918\u0902\u091f\u093e \u092a\u0930\u0940\u0915\u094d\u0937\u093e \u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0932\u0949\u0917 \u092c\u093e\u0927\u093e\u0913\u0902 \u092e\u0947\u0902 <strong>0.4909<\/strong> \u0915\u0940 \u0914\u0938\u0924 \u0935\u0943\u0926\u094d\u0927\u093f \u0938\u0947 \u091c\u0941\u0921\u093c\u093e \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>P&gt;|z|<\/strong> \u092e\u0947\u0902 \u092e\u093e\u0928 \u0915\u0949\u0932\u092e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0917\u0941\u0923\u093e\u0902\u0915 \u0915\u0947 \u0932\u093f\u090f \u092a\u0940-\u092e\u093e\u0928 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0905\u0927\u094d\u092f\u092f\u0928 \u092a\u0926\u094d\u0927\u0924\u093f \u0915\u093e \u092a\u0940-\u0935\u0948\u0932\u094d\u092f\u0942 <strong>0.934<\/strong> \u0939\u0948\u0964 \u091a\u0942\u0901\u0915\u093f \u092f\u0939 \u092e\u093e\u0928 0.05 \u0938\u0947 \u0915\u092e \u0928\u0939\u0940\u0902 \u0939\u0948, \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u093f\u090f \u0917\u090f \u0918\u0902\u091f\u094b\u0902 \u0914\u0930 \u091b\u093e\u0924\u094d\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u093e \u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u0915\u0930\u0924\u093e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902, \u0915\u0947 \u092c\u0940\u091a \u0915\u094b\u0908 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0938\u0902\u092c\u0902\u0927 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u093f\u090f \u0917\u090f \u0918\u0902\u091f\u094b\u0902 \u0915\u093e \u092a\u0940-\u092e\u093e\u0928 <strong>0.045<\/strong> \u0939\u0948\u0964 \u091a\u0942\u0901\u0915\u093f \u092f\u0939 \u092e\u093e\u0928 0.05 \u0938\u0947 \u0915\u092e \u0939\u0948, \u0907\u0938\u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u093f\u090f \u0917\u090f \u0918\u0902\u091f\u094b\u0902 \u0914\u0930 \u091b\u093e\u0924\u094d\u0930 \u092a\u0930\u0940\u0915\u094d\u0937\u093e \u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u0915\u0930\u0924\u093e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902, \u0915\u0947 \u092c\u0940\u091a \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0938\u0902\u092c\u0902\u0927 \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<h2> <span style=\"color: #000000;\"><strong>\u091a\u0930\u0923 3: \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0947\u0902<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e \u0906\u0909\u091f\u092a\u0941\u091f \u092e\u0947\u0902 \u0926\u094b \u092e\u0948\u091f\u094d\u0930\u093f\u0915\u094d\u0938 \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \u0909\u092a\u0928\u093e\u092e \u0906\u0930-\u0935\u0930\u094d\u0917<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u092e\u093e\u0928 \u0915\u094b \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u0906\u0930-\u0935\u0930\u094d\u0917 \u092e\u093e\u0928 \u0915\u093e \u0935\u093f\u0915\u0932\u094d\u092a \u092e\u093e\u0928\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938\u0915\u0940 \u0917\u0923\u0928\u093e \u0936\u0942\u0928\u094d\u092f \u092e\u0949\u0921\u0932 \u0938\u0947 \u092a\u0942\u0930\u094d\u0923 \u092e\u0949\u0921\u0932 \u0924\u0915 \u0905\u0927\u093f\u0915\u0924\u092e \u0932\u0949\u0917-\u0938\u0902\u092d\u093e\u0935\u0928\u093e \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u0947 \u0905\u0928\u0941\u092a\u093e\u0924 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u092e\u093e\u0928 0 \u0938\u0947 1 \u0924\u0915 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948, \u0909\u091a\u094d\u091a \u092e\u093e\u0928 \u092c\u0947\u0939\u0924\u0930 \u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0915\u093e \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u0909\u0926\u093e\u0939\u0930\u0923 \u092e\u0947\u0902, \u091b\u0926\u094d\u092e \u0906\u0930-\u0935\u0930\u094d\u0917 \u092e\u093e\u0928 <strong>0.1894<\/strong> \u0939\u0948, \u091c\u094b \u0915\u093e\u092b\u0940 \u0915\u092e \u0939\u0948\u0964 \u092f\u0939 \u0939\u092e\u0947\u0902 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092e\u0949\u0921\u0932 \u0915\u0947 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930 \u0915\u0947 \u092e\u0942\u0932\u094d\u092f \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0928\u0947 \u0915\u093e \u092c\u0939\u0941\u0924 \u0905\u091a\u094d\u091b\u093e \u0915\u093e\u092e \u0928\u0939\u0940\u0902 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u090f\u0932\u090f\u0932\u0906\u0930 \u092a\u0940-\u0935\u0948\u0932\u094d\u092f\u0942<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u092e\u093e\u0928 \u0915\u094b \u090f\u0915 \u0930\u0947\u0916\u0940\u092f \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 <a href=\"https:\/\/statorials.org\/hi\/\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928-\u092e\u0947\u0902-\u0938\u092e\u0917\u094d\u0930-\u092e\u0939\u0924\u094d\u0935-\u0915\u0947-\u0932\u093f\u090f-\u090f\u092b-\u092a\u0930\u0940\u0915\u094d\u0937\u0923-\u0915\u094b-\u0938\u092e\u091d\u0928\u0947-\u0915\u0947-\u0932\u093f\u090f-\u090f\u0915-\u0938\u0930\u0932-\u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e\/\" target=\"_blank\" rel=\"noopener\">\u0938\u092e\u0917\u094d\u0930 \u090f\u092b-\u092e\u0942\u0932\u094d\u092f<\/a> \u0915\u0947 \u0932\u093f\u090f \u092a\u0940-\u092e\u0942\u0932\u094d\u092f \u0915\u093e \u0935\u093f\u0915\u0932\u094d\u092a \u092e\u093e\u0928\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0926\u093f \u092f\u0939 \u092e\u093e\u0928 \u090f\u0915 \u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0938\u0940\u092e\u093e \u0938\u0947 \u0928\u0940\u091a\u0947 \u0939\u0948 (\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u03b1 = 0.05), \u0924\u094b \u0939\u092e \u092f\u0939 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 \u0928\u093f\u0915\u093e\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092e\u0949\u0921\u0932 \u0938\u092e\u0917\u094d\u0930 \u0930\u0942\u092a \u0938\u0947 &#8220;\u0909\u092a\u092f\u094b\u0917\u0940&#8221; \u0939\u0948 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u091a\u0930 \u0915\u0947 \u092c\u093f\u0928\u093e \u092e\u0949\u0921\u0932 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930 \u0915\u0947 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u093e \u092c\u0947\u0939\u0924\u0930 \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u0909\u0926\u093e\u0939\u0930\u0923 \u092e\u0947\u0902, \u090f\u0932\u090f\u0932\u0906\u0930 \u0915\u093e \u092a\u0940-\u0935\u0948\u0932\u094d\u092f\u0942 <strong>0.07375<\/strong> \u0939\u0948\u0964 \u0939\u092e\u093e\u0930\u0947 \u0926\u094d\u0935\u093e\u0930\u093e \u091a\u0941\u0928\u0947 \u0917\u090f \u092e\u0939\u0924\u094d\u0935 \u0938\u094d\u0924\u0930 (\u091c\u0948\u0938\u0947 0.01, 0.05, 0.1) \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930, \u0939\u092e \u092f\u0939 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 \u0928\u093f\u0915\u093e\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u092f\u093e \u0928\u0939\u0940\u0902 \u092d\u0940 \u0915\u093f \u092e\u0949\u0921\u0932 \u0938\u092e\u0917\u094d\u0930 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0905\u0928\u094d\u092f \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u094d\u092f \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/hi\/\u0930\u0948\u0916\u093f\u0915-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928-\u092a\u093e\u092f\u0925\u0928\/\" target=\"_blank\" rel=\"noopener\">\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0932\u0940\u0928\u093f\u092f\u0930 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u0932\u0918\u0941\u0917\u0923\u0915-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928-\u0905\u091c\u0917\u0930\/\" target=\"_blank\" rel=\"noopener\">\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0932\u0949\u0917\u0930\u093f\u0926\u092e\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u092a\u093e\u092f\u0925\u0928-\u092e\u0947\u0902-\u092e\u093e\u0924\u094d\u0930\u093e\u0924\u094d\u092e\u0915-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928\/\" target=\"_blank\" rel=\"noopener\">\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u092a\u093e\u092f\u0925\u0928 \u0915\u093e \u0938\u094d\u091f\u0948\u091f\u092e\u0949\u0921\u0932 \u092e\u0949\u0921\u094d\u092f\u0942\u0932 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0914\u0930 \u0915\u0915\u094d\u0937\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u094b \u0906\u092a\u0915\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092e\u0949\u0921\u0932 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091a\u0930\u0923-\u0926\u0930-\u091a\u0930\u0923 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0938\u094d\u091f\u0948\u091f\u092e\u0949\u0921\u0932 \u092b\u093c\u0902\u0915\u094d\u0936\u0902\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964 \u091a\u0930\u0923 1: \u0921\u0947\u091f\u093e \u092c\u0928\u093e\u090f\u0902 \u0938\u092c\u0938\u0947 \u092a\u0939\u0932\u0947, \u0906\u0907\u090f \u090f\u0915 \u092a\u093e\u0902\u0921\u093e \u0921\u0947\u091f\u093e\u092b\u093c\u094d\u0930\u0947\u092e \u092c\u0928\u093e\u090f\u0902 \u091c\u093f\u0938\u092e\u0947\u0902 \u0924\u0940\u0928 \u091a\u0930 \u0939\u094b\u0902: [&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":[],"class_list":["post-3526","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 - \u0938\u094d\u091f\u0947\u091f\u094b\u0930\u093f\u092f\u0932\u094d\u0938<\/title>\n<meta name=\"description\" content=\"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u090f\u0915 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0938\u094d\u091f\u0948\u091f\u094d\u0938\u092e\u0949\u0921\u0932 \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 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