{"id":1750,"date":"2023-07-25T03:30:46","date_gmt":"2023-07-25T03:30:46","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%aa%e0%a4%be%e0%a4%af%e0%a4%a5%e0%a4%a8-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%8f%e0%a4%86%e0%a4%88%e0%a4%b8%e0%a5%80\/"},"modified":"2023-07-25T03:30:46","modified_gmt":"2023-07-25T03:30:46","slug":"%e0%a4%aa%e0%a4%be%e0%a4%af%e0%a4%a5%e0%a4%a8-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%8f%e0%a4%86%e0%a4%88%e0%a4%b8%e0%a5%80","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%aa%e0%a4%be%e0%a4%af%e0%a4%a5%e0%a4%a8-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%8f%e0%a4%86%e0%a4%88%e0%a4%b8%e0%a5%80\/","title":{"rendered":"\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0905\u0915\u093e\u0907\u0915 \u0938\u0942\u091a\u0928\u093e \u092e\u093e\u0928\u0926\u0902\u0921 (\u090f\u0906\u0908\u0938\u0940) \u090f\u0915 \u092e\u0940\u091f\u094d\u0930\u093f\u0915 \u0939\u0948 \u091c\u093f\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u092b\u093f\u091f \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938\u0915\u0940 \u0917\u0923\u0928\u093e \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948:<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u090f\u0906\u0908\u0938\u0940 = 2K &#8211; 2 <em>\u090f\u0932\u090f\u0928<\/em> (\u090f\u0932)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0938\u094b\u0928\u093e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>K:<\/strong> \u092e\u0949\u0921\u0932 \u092e\u093e\u092a\u0926\u0902\u0921\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e\u0964 K \u0915\u093e \u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u092e\u093e\u0928 2 \u0939\u0948, \u0907\u0938\u0932\u093f\u090f \u0915\u0947\u0935\u0932 \u090f\u0915 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0935\u093e\u0932\u0947 \u092e\u0949\u0921\u0932 \u0915\u093e K \u092e\u093e\u0928 2+1 = 3 \u0939\u094b\u0917\u093e\u0964<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><em>\u090f\u0932\u090f\u0928<\/em> (\u090f\u0932)<\/strong> : \u092e\u0949\u0921\u0932 \u0915\u0940 \u0932\u0949\u0917-\u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0964 \u092f\u0939 \u0939\u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0926\u093f\u090f \u091c\u093e\u0928\u0947 \u092a\u0930 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u092c\u0924\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u090f\u0906\u0908\u0938\u0940 \u0915\u094b \u0909\u0938 \u092e\u0949\u0921\u0932 \u0915\u094b \u0916\u094b\u091c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u091c\u094b \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0938\u092c\u0938\u0947 \u0905\u0927\u093f\u0915 \u092d\u093f\u0928\u094d\u0928\u0924\u093e \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u092c\u0915\u093f \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0938\u0902\u0916\u094d\u092f\u093e \u092e\u0947\u0902 \u092e\u093e\u092a\u0926\u0902\u0921\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u0926\u0902\u0921\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u090f\u0915 \u092c\u093e\u0930 \u091c\u092c \u0906\u092a \u090f\u0915\u093e\u0927\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0915\u0930 \u0932\u0947\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0906\u092a<\/span> <span style=\"color: #000000;\">\u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092e\u0949\u0921\u0932 \u0915\u0947 \u090f\u0906\u0908\u0938\u0940 \u092e\u0942\u0932\u094d\u092f \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0938\u092c\u0938\u0947 \u0915\u092e \u090f\u0906\u0908\u0938\u0940 \u0935\u093e\u0932\u093e \u092e\u0949\u0921\u0932 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u092b\u093f\u091f \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u090f\u0915\u093e\u0927\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e <strong>statsmodels.regression.linear_model.OLS()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u092e\u0947\u0902 <strong>\u090f\u0906\u0908\u0938\u0940<\/strong> \u0928\u093e\u092e\u0915 \u090f\u0915 \u0938\u0902\u092a\u0924\u094d\u0924\u093f \u0939\u0948 \u091c\u094b \u0939\u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u0926\u093f\u090f \u0917\u090f \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908\u0938\u0940 \u092e\u093e\u0928 \u092c\u0924\u093e\u0924\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0932\u093f\u090f \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u0938 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923: \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0947\u0902<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u092e\u093e\u0928 \u0932\u0940\u091c\u093f\u090f \u0915\u093f \u0939\u092e <strong>\u090f\u092e\u091f\u0940\u0915\u093e\u0930\u094d\u0938<\/strong> \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0938\u0947 \u0935\u0947\u0930\u093f\u090f\u092c\u0932\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0926\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 <a href=\"https:\/\/statorials.org\/hi\/\u090f\u0915\u093e\u0927\u093f\u0915-\u0930\u0947\u0916\u0940\u092f-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928\/\" target=\"_blank\" rel=\"noopener\">\u090f\u0915\u093e\u0927\u093f\u0915 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932<\/a> \u092b\u093f\u091f \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0938\u092c\u0938\u0947 \u092a\u0939\u0932\u0947, \u0939\u092e \u0907\u0938 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0932\u094b\u0921 \u0915\u0930\u0947\u0902\u0917\u0947:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> sklearn. <span style=\"color: #3366ff;\">linear_model<\/span> <span style=\"color: #008000;\">import<\/span> LinearRegression\n<span style=\"color: #008000;\">import<\/span> statsmodels. <span style=\"color: #3366ff;\">api<\/span> <span style=\"color: #008000;\">as<\/span> sm\n<span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#define URL where dataset is located\n<\/span>url = \"https:\/\/raw.githubusercontent.com\/Statorials\/Python-Guides\/main\/mtcars.csv\"\n\n<span style=\"color: #008080;\">#read in data\n<\/span>data = pd. <span style=\"color: #3366ff;\">read_csv<\/span> (url)\n\n<span style=\"color: #008080;\">#view head of data\n<\/span>data. <span style=\"color: #3366ff;\">head<\/span> ()\n\n        model mpg cyl disp hp drat wt qsec vs am gear carb\n0 Mazda RX4 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4\n1 Mazda RX4 Wag 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4\n2 Datsun 710 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1\n3 Hornet 4 Drive 21.4 6 258.0 110 3.08 3.215 19.44 1 0 3 1\n4 Hornet Sportabout 18.7 8 360.0 175 3.15 3.440 17.02 0 0 3 2\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u092f\u0939\u093e\u0902 \u0935\u0947 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0939\u0948\u0902 \u091c\u093f\u0928\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0939\u092e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0915\u0930\u0947\u0902\u0917\u0947:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 1 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930: \u0921\u093f\u0938\u094d\u092a, \u090f\u091a\u092a\u0940, \u0921\u092c\u094d\u0932\u094d\u092f\u0942\u091f\u0940, \u0915\u094d\u092f\u0942\u0938\u0947\u0915<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 2 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930: \u0921\u093f\u0938\u094d\u092a, \u0915\u094d\u092f\u0942\u0938\u0947\u0915<\/span><\/li>\n<\/ul>\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\u0939\u0932\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u0915\u0948\u0938\u0947 \u092b\u093f\u091f \u0915\u093f\u092f\u093e \u091c\u093e\u090f \u0914\u0930 \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0940 \u091c\u093e\u090f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#define response variable\n<\/span>y = data['mpg']\n\n<span style=\"color: #008080;\">#define predictor variables\n<\/span>x = data[['disp', 'hp', 'wt', 'qsec']]\n\n<span style=\"color: #008080;\">#add constant to predictor variables\n<\/span>x = sm. <span style=\"color: #3366ff;\">add_constant<\/span> (x)\n\n<span style=\"color: #008080;\">#fit regression model\n<\/span>model = sm. <span style=\"color: #3366ff;\">OLS<\/span> (y,x). <span style=\"color: #3366ff;\">fit<\/span> ()\n\n<span style=\"color: #008080;\">#view AIC of model\n<\/span><span style=\"color: #993300;\">print<\/span> (model. <span style=\"color: #3366ff;\">aic<\/span> )\n\n157.06960941462438<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u092e\u0949\u0921\u0932 \u0915\u093e AIC <strong>157.07<\/strong> \u0928\u093f\u0915\u0932\u093e\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938\u0915\u0947 \u092c\u093e\u0926, \u0939\u092e \u0926\u0942\u0938\u0930\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u092b\u093f\u091f \u0915\u0930\u0947\u0902\u0917\u0947 \u0914\u0930 \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \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: #008080;\">#define response variable\n<\/span>y = data['mpg']\n\n<span style=\"color: #008080;\">#define predictor variables\n<\/span>x = data[['disp', 'qsec']]\n\n<span style=\"color: #008080;\">#add constant to predictor variables\n<\/span>x = sm. <span style=\"color: #3366ff;\">add_constant<\/span> (x)\n\n<span style=\"color: #008080;\">#fit regression model\n<\/span>model = sm. <span style=\"color: #3366ff;\">OLS<\/span> (y,x). <span style=\"color: #3366ff;\">fit<\/span> ()\n\n<span style=\"color: #008080;\">#view AIC of model\n<\/span><span style=\"color: #993300;\">print<\/span> (model. <span style=\"color: #3366ff;\">aic<\/span> )\n\n169.84184864154588<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u092e\u0949\u0921\u0932 \u0915\u093e AIC <strong>169.84<\/strong> \u0928\u093f\u0915\u0932\u093e\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u091a\u0942\u0901\u0915\u093f \u092a\u0939\u0932\u0947 \u092e\u0949\u0921\u0932 \u0915\u093e AIC \u092e\u093e\u0928 \u0915\u092e \u0939\u0948, \u092f\u0939 \u0938\u092c\u0938\u0947 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092e\u0949\u0921\u0932 \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u090f\u0915 \u092c\u093e\u0930 \u091c\u092c \u0939\u092e \u0907\u0938 \u092e\u0949\u0921\u0932 \u0915\u094b \u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u092a\u0939\u091a\u093e\u0928 \u0932\u0947\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0939\u092e \u092e\u0949\u0921\u0932 \u092b\u093f\u091f\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0917\u0947 \u092c\u0922\u093c \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u091a\u0930 \u0915\u0947 \u0938\u0947\u091f \u0914\u0930 <a href=\"https:\/\/statorials.org\/hi\/\u091a\u0930-\u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e\u0924\u094d\u092e\u0915-\u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901\/\" target=\"_blank\" rel=\"noopener\">\u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930<\/a> \u0915\u0947 \u092c\u0940\u091a \u0938\u091f\u0940\u0915 \u0938\u0902\u092c\u0902\u0927 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0930-\u0935\u0930\u094d\u0917 \u092e\u093e\u0928 \u0914\u0930 \u092c\u0940\u091f\u093e \u0917\u0941\u0923\u093e\u0902\u0915 \u0938\u0939\u093f\u0924 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928<\/strong><\/span><\/h3>\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 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u0905\u091c\u0917\u0930-\u092e\u0947\u0902-\u0906\u0930-\u0935\u0930\u094d\u0917-\u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924-\u0915\u0930\u0924\u093e-\u0939\u0948\/\" target=\"_blank\" rel=\"noopener\">\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0906\u0930-\u0935\u0930\u094d\u0917 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0905\u0915\u093e\u0907\u0915 \u0938\u0942\u091a\u0928\u093e \u092e\u093e\u0928\u0926\u0902\u0921 (\u090f\u0906\u0908\u0938\u0940) \u090f\u0915 \u092e\u0940\u091f\u094d\u0930\u093f\u0915 \u0939\u0948 \u091c\u093f\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u092b\u093f\u091f \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0940 \u0917\u0923\u0928\u093e \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948: \u090f\u0906\u0908\u0938\u0940 = 2K &#8211; 2 \u090f\u0932\u090f\u0928 (\u090f\u0932) \u0938\u094b\u0928\u093e: K: \u092e\u0949\u0921\u0932 \u092e\u093e\u092a\u0926\u0902\u0921\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e\u0964 K \u0915\u093e \u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u092e\u093e\u0928 2 \u0939\u0948, \u0907\u0938\u0932\u093f\u090f \u0915\u0947\u0935\u0932 \u090f\u0915 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0935\u093e\u0932\u0947 \u092e\u0949\u0921\u0932 [&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-1750","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>\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/title>\n<meta name=\"description\" content=\"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0905\u0915\u093e\u0907\u0915 \u0938\u0942\u091a\u0928\u093e \u092e\u093e\u0928\u0926\u0902\u0921 (\u090f\u0906\u0908\u0938\u0940) \u092e\u0942\u0932\u094d\u092f \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964\" \/>\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\/hi\/\u092a\u093e\u092f\u0925\u0928-\u092e\u0947\u0902-\u090f\u0906\u0908\u0938\u0940\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u090f\u0906\u0908\u0938\u0940 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\" \/>\n<meta property=\"og:description\" content=\"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0905\u0915\u093e\u0907\u0915 \u0938\u0942\u091a\u0928\u093e \u092e\u093e\u0928\u0926\u0902\u0921 (\u090f\u0906\u0908\u0938\u0940) \u092e\u0942\u0932\u094d\u092f \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/hi\/\u092a\u093e\u092f\u0925\u0928-\u092e\u0947\u0902-\u090f\u0906\u0908\u0938\u0940\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T03:30:46+00:00\" \/>\n<meta name=\"author\" content=\"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0926\u094d\u0935\u093e\u0930\u093e \u0932\u093f\u0916\u093f\u0924\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092a\u0922\u093c\u0928\u0947 \u0915\u093e \u0938\u092e\u092f\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u092e\u093f\u0928\u091f\" \/>\n<script type=\"application\/ld+json\" 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