{"id":505,"date":"2023-07-29T16:34:41","date_gmt":"2023-07-29T16:34:41","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%8f%e0%a4%95%e0%a4%be%e0%a4%a7%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a5%88%e0%a4%96%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%a4%e0%a4%bf%e0%a4%97%e0%a4%ae%e0%a4%a8-%e0%a4%86%e0%a4%b0\/"},"modified":"2023-07-29T16:34:41","modified_gmt":"2023-07-29T16:34:41","slug":"%e0%a4%8f%e0%a4%95%e0%a4%be%e0%a4%a7%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a5%88%e0%a4%96%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%a4%e0%a4%bf%e0%a4%97%e0%a4%ae%e0%a4%a8-%e0%a4%86%e0%a4%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%8f%e0%a4%95%e0%a4%be%e0%a4%a7%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a5%88%e0%a4%96%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%a4%e0%a4%bf%e0%a4%97%e0%a4%ae%e0%a4%a8-%e0%a4%86%e0%a4%b0\/","title":{"rendered":"\u0906\u0930 \u092e\u0947\u0902 \u092e\u0932\u094d\u091f\u0940\u092a\u0932 \u0932\u0940\u0928\u093f\u092f\u0930 \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;\">\u092f\u0939 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e \u0906\u0930 \u092e\u0947\u0902 <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<\/a> \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 \u0907\u0938\u0915\u093e \u090f\u0915 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0915\u0930\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0947\u0902<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u0938\u092e\u093e\u092f\u094b\u091c\u0928<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u092e\u093e\u0928\u094d\u092f\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0901\u091a \u0915\u0930\u0928\u093e<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u0906\u0909\u091f\u092a\u0941\u091f \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u093e<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u092b\u093f\u091f \u0915\u0940 \u092e\u0949\u0921\u0932 \u0905\u091a\u094d\u091b\u093e\u0908 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u093e<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u091a\u0932 \u0926\u0930!<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0938\u0941\u0935\u093f\u0927\u093e<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u0906\u0930 \u0921\u0947\u091f\u093e\u0938\u0947\u091f <a href=\"https:\/\/statorials.org\/hi\/\u090f\u092e\u091f\u0940\u0915\u093e\u0930\u094d\u0938-\u0906\u0930-\u0921\u0947\u091f\u093e\u0938\u0947\u091f\/\" target=\"_blank\" rel=\"noopener\"><em>\u090f\u092e\u091f\u0940\u0915\u093e\u0930\u094d\u0938<\/em><\/a> \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902\u0917\u0947, \u091c\u093f\u0938\u092e\u0947\u0902 32 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#view first six lines of <em>mtcars<\/em><\/span>\nhead(mtcars)\n\n# mpg cyl disp hp drat wt qsec vs am gear carb\n#Mazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4\n#Mazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4\n#Datsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1\n#Hornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1\n#Hornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2\n#Valiant 18.1 6 225 105 2.76 3.460 20.22 1 0 3 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u0909\u0926\u093e\u0939\u0930\u0923 \u092e\u0947\u0902, \u0939\u092e \u090f\u0915 \u092e\u0932\u094d\u091f\u0940\u092a\u0932 \u0932\u0940\u0928\u093f\u092f\u0930 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u090f\u0902\u0917\u0947 \u091c\u094b \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 <em>mpg<\/em> \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 <em>disp<\/em> , <em>hp<\/em> \u0914\u0930 <em>drat<\/em> \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create new data frame that contains only the variables we would like to use to\n<\/span>data &lt;- mtcars[, c(\"mpg\", \"disp\", \"hp\", \"drat\")]\n\n<span style=\"color: #008080;\">#view first six rows of new data frame\n<span style=\"color: #000000;\">head(data)\n\n# mpg disp hp drat\n#Mazda RX4 21.0 160 110 3.90\n#Mazda RX4 Wag 21.0 160 110 3.90\n#Datsun 710 22.8 108 93 3.85\n#Hornet 4 Drive 21.4 258 110 3.08\n#Hornet Sportabout 18.7 360 175 3.15\n#Valiant 18.1 225 105 2.76<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0921\u0947\u091f\u093e \u0938\u092e\u0940\u0915\u094d\u0937\u093e<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u0915\u094b \u092b\u093f\u091f \u0915\u0930\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947, \u0939\u092e \u0907\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u0922\u0902\u0917 \u0938\u0947 \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0915\u094b \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u092f\u0939 \u092d\u0940 \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0907\u0938 \u0921\u0947\u091f\u093e \u0915\u094b \u092b\u093f\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0932\u094d\u091f\u0940\u092a\u0932 \u0932\u0940\u0928\u093f\u092f\u0930 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u090f\u0915 \u0905\u091a\u094d\u091b\u093e \u092e\u0949\u0921\u0932 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947, \u0939\u092e\u0947\u0902 \u092f\u0939 \u091c\u093e\u0902\u091a\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948 \u0915\u093f \u0915\u094d\u092f\u093e \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915 <em>\u0930\u0948\u0916\u093f\u0915<\/em> \u0938\u0902\u092c\u0902\u0927 \u0939\u0948, \u091c\u094b \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0947\u0917\u093e \u0915\u093f \u090f\u0915 \u090f\u0915\u093e\u0927\u093f\u0915 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0910\u0938\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e \u091a\u0930 \u0915\u0947 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u091c\u094b\u0921\u093c\u0947 \u0915\u093e \u0938\u094d\u0915\u0948\u091f\u0930\u092a\u094d\u0932\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <strong>\u091c\u094b\u0921\u093c\u0947()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>pairs(data, pch = 18, col = \"steelblue\")<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u091c\u094b\u0921\u093c\u0947 \u0917\u094d\u0930\u093e\u092b\u093c \u0938\u0947 \u0939\u092e \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0910\u0938\u093e \u092a\u094d\u0930\u0924\u0940\u0924 \u0939\u094b\u0924\u093e \u0939\u0948 \u0915\u093f <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u0914\u0930 <em>\u0909\u092a\u0932\u092c\u094d\u0927\u0924\u093e \u092e\u0947\u0902<\/em> \u090f\u0915 \u092e\u091c\u092c\u0942\u0924 \u0928\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u0930\u0948\u0916\u093f\u0915 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0939\u0948<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0910\u0938\u093e \u092a\u094d\u0930\u0924\u0940\u0924 \u0939\u094b\u0924\u093e \u0939\u0948 \u0915\u093f <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u0914\u0930 <em>\u090f\u091a\u092a\u0940<\/em> \u092e\u0947\u0902 \u090f\u0915 \u092e\u091c\u092c\u0942\u0924 \u0938\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u0930\u0948\u0916\u093f\u0915 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0939\u0948<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0910\u0938\u093e \u092a\u094d\u0930\u0924\u0940\u0924 \u0939\u094b\u0924\u093e \u0939\u0948 \u0915\u093f <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u0914\u0930 <em>\u0921\u094d\u0930\u0948\u091f<\/em> \u092e\u0947\u0902 \u092e\u093e\u092e\u0942\u0932\u0940 \u0928\u0915\u093e\u0930\u093e\u0924\u094d\u092e\u0915 \u0930\u0948\u0916\u093f\u0915 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0939\u0948<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902 \u0915\u093f \u0939\u092e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u091c\u094b\u0921\u093c\u0940 \u091a\u0930 \u0915\u0947 \u0932\u093f\u090f \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 <a href=\"https:\/\/statorials.org\/hi\/\u092a\u093f\u092f\u0930\u094d\u0938\u0928-\u0938\u0939\u0938\u0902\u092c\u0902\u0927-\u0917\u0941\u0923\u093e\u0902\u0915-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0930\u0948\u0916\u093f\u0915 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0917\u0941\u0923\u093e\u0902\u0915<\/a> \u092f\u0941\u0915\u094d\u0924 \u090f\u0915 \u0938\u092e\u093e\u0928 \u092a\u094d\u0932\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <strong>GGally<\/strong> \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940 \u0938\u0947 <strong>ggpairs()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u092d\u0940 \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#install and load the <em>GGally<\/em> library<\/span>\ninstall.packages(\"GGally\")\nlibrary(GGally)\n\n<span style=\"color: #008080;\">#generate the pairs plot\n<\/span>ggpairs(data)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0910\u0938\u093e \u092a\u094d\u0930\u0924\u0940\u0924 \u0939\u094b\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930 <em>mpg<\/em> \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915 \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0930\u0948\u0916\u093f\u0915 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0939\u0948, \u0907\u0938\u0932\u093f\u090f \u0939\u092e \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092b\u093f\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0917\u0947 \u092c\u0922\u093c\u0947\u0902\u0917\u0947\u0964<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u092e\u0949\u0921\u0932 \u0938\u092e\u093e\u092f\u094b\u091c\u0928<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">R \u092e\u0947\u0902 \u090f\u0915\u093e\u0927\u093f\u0915 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u092b\u093c\u093f\u091f \u0915\u0930\u0928\u0947 \u0915\u093e \u092e\u0942\u0932 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0939\u0948:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>lm(response_variable ~ predictor_variable1 + predictor_variable2 + ..., data = data)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0905\u092a\u0928\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u0939\u092e \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u092b\u093f\u091f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>model &lt;- lm(mpg ~ disp + hp + drat, data = data)<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u092e\u0949\u0921\u0932 \u092e\u093e\u0928\u094d\u092f\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0901\u091a \u0915\u0930\u0928\u093e<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u094b \u0938\u0924\u094d\u092f\u093e\u092a\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0917\u0947 \u092c\u0922\u093c\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947, \u0939\u092e\u0947\u0902 \u092a\u0939\u0932\u0947 \u092f\u0939 \u0938\u0924\u094d\u092f\u093e\u092a\u093f\u0924 \u0915\u0930\u0928\u093e \u0939\u094b\u0917\u093e \u0915\u093f \u092e\u0949\u0921\u0932 \u0927\u093e\u0930\u0923\u093e\u090f\u0901 \u092a\u0942\u0930\u0940 \u0939\u0941\u0908 \u0939\u0948\u0902\u0964 \u0905\u0930\u094d\u0925\u093e\u0924\u094d, \u0939\u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u0940 \u091c\u093e\u0901\u091a \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">1. \u092e\u0949\u0921\u0932 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u093e \u0935\u093f\u0924\u0930\u0923 \u0932\u0917\u092d\u0917 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0939\u094b\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\u0939\u092e \u092f\u0939 \u091c\u093e\u0902\u091a \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0915\u094d\u092f\u093e \u092f\u0939 \u0927\u093e\u0930\u0923\u093e \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u093e \u090f\u0915 \u0938\u0930\u0932 \u0939\u093f\u0938\u094d\u091f\u094b\u0917\u094d\u0930\u093e\u092e \u092c\u0928\u093e\u0915\u0930 \u092a\u0942\u0930\u0940 \u0939\u094b\u0924\u0940 \u0939\u0948:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>hist(residuals(model), col = \"steelblue\")\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0939\u093e\u0932\u093e\u0901\u0915\u093f \u0935\u093f\u0924\u0930\u0923 \u0925\u094b\u0921\u093c\u093e <a href=\"https:\/\/statorials.org\/hi\/\u092c\u093e\u092f\u093e\u0902-\u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939-\u092c\u0928\u093e\u092e-\u0926\u093e\u092f\u093e\u0902-\u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939\/\" target=\"_blank\" rel=\"noopener\">\u0926\u093e\u092f\u0940\u0902 \u0913\u0930 \u091d\u0941\u0915\u093e \u0939\u0941\u0906<\/a> \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u0907\u0924\u0928\u093e \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0928\u0939\u0940\u0902 \u0939\u0948 \u0915\u093f \u092c\u0921\u093c\u0940 \u091a\u093f\u0902\u0924\u093e \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928\u0947\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u0938\u092d\u0940 \u0905\u0935\u0932\u094b\u0915\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u093e \u0935\u093f\u091a\u0930\u0923 \u0938\u0941\u0938\u0902\u0917\u0924 \u0939\u094b\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0907\u0938 \u092a\u0938\u0902\u0926\u0940\u0926\u093e \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u094b \u0939\u094b\u092e\u094b\u0938\u0947\u0921\u0948\u0938\u094d\u091f\u093f\u0938\u093f\u091f\u0940 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938 \u0927\u093e\u0930\u0923\u093e \u0915\u093e \u0909\u0932\u094d\u0932\u0902\u0918\u0928 <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener noreferrer\">\u0935\u093f\u0937\u092e\u0932\u0948\u0902\u0917\u093f\u0915\u0924\u093e<\/a> \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u091c\u093e\u0902\u091a\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u0915\u094d\u092f\u093e \u092f\u0939 \u0927\u093e\u0930\u0923\u093e \u092a\u0942\u0930\u0940 \u0939\u0941\u0908 \u0939\u0948, \u0939\u092e \u090f\u0915 <em>\u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924\/\u0905\u0935\u0936\u093f\u0937\u094d\u091f \u092e\u0942\u0932\u094d\u092f \u0917\u094d\u0930\u093e\u092b \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/em><\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create fitted value vs residual plot<\/span>\nplot(fitted(model), residuals(model))\n\n<span style=\"color: #008080;\">#add horizontal line at 0\n<\/span>abline(h = 0, lty = 2)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0906\u0926\u0930\u094d\u0936 \u0930\u0942\u092a \u0938\u0947, \u0939\u092e \u091a\u093e\u0939\u0947\u0902\u0917\u0947 \u0915\u093f \u0905\u0935\u0936\u0947\u0937 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092b\u093f\u091f \u092e\u0942\u0932\u094d\u092f \u092a\u0930 \u0938\u092e\u093e\u0928 \u0930\u0942\u092a \u0938\u0947 \u092c\u093f\u0916\u0930\u0947 \u0939\u0941\u090f \u0939\u094b\u0902\u0964 \u0917\u094d\u0930\u093e\u092b\u093c \u0938\u0947 \u0939\u092e \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092c\u0921\u093c\u0947 \u092b\u093f\u091f \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092b\u0948\u0932\u093e\u0935 \u0925\u094b\u0921\u093c\u093e \u092c\u0921\u093c\u093e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f \u0907\u0924\u0928\u0940 \u091a\u0930\u092e \u0928\u0939\u0940\u0902 \u0939\u0948 \u0915\u093f \u092c\u0939\u0941\u0924 \u0905\u0927\u093f\u0915 \u091a\u093f\u0902\u0924\u093e \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928\u0947\u0964<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u092e\u0949\u0921\u0932 \u0906\u0909\u091f\u092a\u0941\u091f \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u093e<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u090f\u0915 \u092c\u093e\u0930 \u091c\u092c \u0939\u092e \u0938\u0924\u094d\u092f\u093e\u092a\u093f\u0924 \u0915\u0930 \u0932\u0947\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092e\u0949\u0921\u0932 \u0927\u093e\u0930\u0923\u093e\u090f\u0902 \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0930\u0942\u092a \u0938\u0947 \u092a\u0942\u0930\u0940 \u0939\u094b \u0917\u0908 \u0939\u0948\u0902, \u0924\u094b \u0939\u092e <strong>\u0938\u093e\u0930\u093e\u0902\u0936()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092e\u0949\u0921\u0932 \u0906\u0909\u091f\u092a\u0941\u091f \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>summary(model)\n\n#Call:\n#lm(formula = mpg ~ disp + hp + drat, data = data)\n#\n#Residuals:\n# Min 1Q Median 3Q Max \n#-5.1225 -1.8454 -0.4456 1.1342 6.4958 \n#\n#Coefficients:\n#Estimate Std. Error t value Pr(&gt;|t|)   \n#(Intercept) 19.344293 6.370882 3.036 0.00513 **\n#disp -0.019232 0.009371 -2.052 0.04960 * \n#hp -0.031229 0.013345 -2.340 0.02663 * \n#drat 2.714975 1.487366 1.825 0.07863 . \n#---\n#Significant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n#\n#Residual standard error: 3.008 on 28 degrees of freedom\n#Multiple R-squared: 0.775, Adjusted R-squared: 0.7509 \n#F-statistic: 32.15 on 3 and 28 DF, p-value: 3.28e-09\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u092a\u0930\u093f\u0923\u093e\u092e \u0938\u0947 \u0939\u092e \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u0915\u093e \u0938\u092e\u0917\u094d\u0930 \u090f\u092b-\u0906\u0901\u0915\u0921\u093c\u093e <strong>32.15<\/strong> \u0939\u0948 \u0914\u0930 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092a\u0940-\u092e\u093e\u0928 <strong>3.28e-09<\/strong> \u0939\u0948\u0964 \u092f\u0939 \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u0938\u092e\u0917\u094d\u0930 \u092e\u0949\u0921\u0932 \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 \u0939\u0948\u0964 \u0926\u0942\u0938\u0930\u0947 \u0936\u092c\u094d\u0926\u094b\u0902 \u092e\u0947\u0902, \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0938\u092e\u0917\u094d\u0930 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>\u0921\u093f\u0938\u094d\u092a<\/em> 0.10 \u092e\u0939\u0924\u094d\u0935 \u0938\u094d\u0924\u0930 \u092a\u0930 \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 \u0939\u0948\u0964 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947, \u092e\u0949\u0921\u0932 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0938\u0947 \u0917\u0941\u0923\u093e\u0902\u0915 \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f <em>\u0909\u092a\u0932\u092c\u094d\u0927\u0924\u093e<\/em> \u092e\u0947\u0902 \u090f\u0915-\u0907\u0915\u093e\u0908 \u0935\u0943\u0926\u094d\u0927\u093f <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u092e\u0947\u0902 \u0914\u0938\u0924\u0928 -0.019 \u0907\u0915\u093e\u0908 \u0915\u0940 \u0915\u092e\u0940 \u0915\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u0940 \u0939\u0941\u0908 \u0939\u0948, \u092f\u0939 \u092e\u093e\u0928\u0924\u0947 \u0939\u0941\u090f \u0915\u093f <em>\u0905\u0936\u094d\u0935\u0936\u0915\u094d\u0924\u093f<\/em> \u0914\u0930 <em>\u0908\u0902\u0927\u0928 \u0915\u0940 \u0916\u092a\u0924<\/em> \u0938\u094d\u0925\u093f\u0930 \u0930\u0939\u0924\u0940 \u0939\u0948\u0964 .<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>\u090f\u091a\u092a\u0940<\/em> 0.10 \u092e\u0939\u0924\u094d\u0935 \u0938\u094d\u0924\u0930 \u092a\u0930 \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 \u0939\u0948\u0964 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947, \u092e\u0949\u0921\u0932 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0938\u0947 \u0917\u0941\u0923\u093e\u0902\u0915 \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f <i>\u0905\u0936\u094d\u0935\u0936\u0915\u094d\u0924\u093f<\/i> \u092e\u0947\u0902 \u090f\u0915 \u0907\u0915\u093e\u0908 \u0915\u0940 \u0935\u0943\u0926\u094d\u0927\u093f <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u092e\u0947\u0902 \u0914\u0938\u0924\u0928 -0.031 \u0907\u0915\u093e\u0907\u092f\u094b\u0902 \u0915\u0940 \u0915\u092e\u0940 \u0915\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u0940 \u0939\u0941\u0908 \u0939\u0948, \u092f\u0939 \u092e\u093e\u0928\u0924\u0947 \u0939\u0941\u090f \u0915\u093f <i>\u0921\u093f\u0938\u094d\u092a<\/i> \u0914\u0930 <em>\u0921\u094d\u0930\u0948\u091f<\/em> \u0938\u094d\u0925\u093f\u0930 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>\u0921\u094d\u0930\u093e\u091f<\/em> 0.10 \u092e\u0939\u0924\u094d\u0935 \u0938\u094d\u0924\u0930 \u092a\u0930 \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 \u0939\u0948\u0964 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947, \u092e\u0949\u0921\u0932 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0938\u0947 \u0917\u0941\u0923\u093e\u0902\u0915 \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f <i>\u0917\u0948\u0938\u094b\u0932\u0940\u0928 \u0916\u092a\u0924<\/i> \u092e\u0947\u0902 \u090f\u0915 \u0907\u0915\u093e\u0908 \u0915\u0940 \u0935\u0943\u0926\u094d\u0927\u093f <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u0915\u0940 2,715 \u0907\u0915\u093e\u0907\u092f\u094b\u0902 \u0915\u0940 \u0914\u0938\u0924 \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0947 \u0938\u093e\u0925 \u091c\u0941\u0921\u093c\u0940 \u0939\u0941\u0908 \u0939\u0948, \u092f\u0939 \u092e\u093e\u0928\u0924\u0947 \u0939\u0941\u090f \u0915\u093f <i>\u092a\u094d\u0930\u0935\u093e\u0939 \u0926\u0930<\/i> \u0914\u0930 <i>\u0905\u0936\u094d\u0935\u0936\u0915\u094d\u0924\u093f<\/i> \u0938\u094d\u0925\u093f\u0930 \u0930\u0939\u0924\u0940 \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u092b\u093f\u091f \u0915\u0940 \u092e\u0949\u0921\u0932 \u0905\u091a\u094d\u091b\u093e\u0908 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u093e<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0915\u093f\u0924\u0928\u0940 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u092b\u093f\u091f \u092c\u0948\u0920\u0924\u093e \u0939\u0948, \u0939\u092e \u0915\u0941\u091b \u0905\u0932\u0917-\u0905\u0932\u0917 \u092e\u0948\u091f\u094d\u0930\u093f\u0915\u094d\u0938 \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">1. \u090f\u0915\u093e\u0927\u093f\u0915 \u0906\u0930-\u0935\u0930\u094d\u0917<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930 \u0915\u0947 \u092c\u0940\u091a \u0930\u0948\u0916\u093f\u0915 \u0938\u0902\u092c\u0902\u0927 \u0915\u0940 \u0924\u093e\u0915\u0924 \u0915\u094b \u092e\u093e\u092a\u0924\u093e \u0939\u0948\u0964 1 \u0915\u093e R-\u0935\u0930\u094d\u0917 \u0917\u0941\u0923\u091c \u090f\u0915 \u092a\u0942\u0930\u094d\u0923 \u0930\u0948\u0916\u093f\u0915 \u0938\u0902\u092c\u0902\u0927 \u0915\u094b \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u092c\u0915\u093f 0 \u0915\u093e R-\u0935\u0930\u094d\u0917 \u0917\u0941\u0923\u091c \u0915\u094b\u0908 \u0930\u0948\u0916\u093f\u0915 \u0938\u0902\u092c\u0902\u0927 \u0928\u0939\u0940\u0902 \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u090f\u0915\u093e\u0927\u093f\u0915 \u0906\u0930, \u0906\u0930 \u0935\u0930\u094d\u0917 \u0915\u093e \u0935\u0930\u094d\u0917\u092e\u0942\u0932 \u092d\u0940 \u0939\u0948, \u091c\u094b \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u091a\u0930 \u092e\u0947\u0902 \u092d\u093f\u0928\u094d\u0928\u0924\u093e \u0915\u093e \u0905\u0928\u0941\u092a\u093e\u0924 \u0939\u0948 \u091c\u093f\u0938\u0947 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u091d\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0907\u0938 \u0909\u0926\u093e\u0939\u0930\u0923 \u092e\u0947\u0902, R-\u0935\u0930\u094d\u0917 \u0917\u0941\u0923\u0915 <strong>0.775<\/strong> \u0939\u0948\u0964 \u0924\u094b R \u0935\u0930\u094d\u0917 0.775 <sup>2<\/sup> = <strong>0.601<\/strong> \u0939\u0948\u0964 \u092f\u0939 \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f <i>\u090f\u092e\u092a\u0940\u091c\u0940<\/i> \u092e\u0947\u0902 <strong>60.1%<\/strong> \u092d\u093f\u0928\u094d\u0928\u0924\u093e \u0915\u094b \u092e\u0949\u0921\u0932 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e\u0913\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u091d\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0938\u0902\u092c\u0902\u0927\u093f\u0924:<\/strong> <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener noreferrer\">\u090f\u0915 \u0905\u091a\u094d\u091b\u093e \u0906\u0930-\u0935\u0930\u094d\u0917 \u092e\u093e\u0928 \u0915\u094d\u092f\u093e \u0939\u0948?<\/a><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. \u0905\u0935\u0936\u093f\u0937\u094d\u091f \u092e\u093e\u0928\u0915 \u0924\u094d\u0930\u0941\u091f\u093f<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u092a\u094d\u0930\u0947\u0915\u094d\u0937\u093f\u0924 \u092e\u093e\u0928\u094b\u0902 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0930\u0947\u0916\u093e \u0915\u0947 \u092c\u0940\u091a \u0915\u0940 \u0914\u0938\u0924 \u0926\u0942\u0930\u0940 \u0915\u094b \u092e\u093e\u092a\u0924\u093e \u0939\u0948\u0964 \u0907\u0938 \u0909\u0926\u093e\u0939\u0930\u0923 \u092e\u0947\u0902, \u0926\u0947\u0916\u0947 \u0917\u090f \u092e\u093e\u0928 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0930\u0947\u0916\u093e \u0938\u0947 \u0914\u0938\u0924\u0928 <strong>3.008 \u0907\u0915\u093e\u0907\u092f\u094b\u0902<\/strong> \u0924\u0915 \u0935\u093f\u091a\u0932\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902 <strong>\u0964<\/strong><\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">\u0938\u0902\u092c\u0902\u0927\u093f\u0924:<\/span><\/strong> <span style=\"color: #000000;\">&nbsp;<\/span> <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener noreferrer\">\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0940 \u092e\u093e\u0928\u0915 \u0924\u094d\u0930\u0941\u091f\u093f \u0915\u094b \u0938\u092e\u091d\u0928\u093e<\/a><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u092e\u0949\u0921\u0932 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0938\u0947, \u0939\u092e \u091c\u093e\u0928\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092b\u093f\u091f \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u090f\u0915\u093e\u0927\u093f\u0915 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0938\u092e\u0940\u0915\u0930\u0923 \u0939\u0948:<\/span><\/p>\n<p style=\"text-align: left;\"> <span style=\"color: #000000;\"><sub>\u0939\u0948\u091f<\/sub> mpg = -19.343 \u2013 0.019*\u0921\u093f\u0938\u094d\u092a \u2013 0.031*\u090f\u091a\u092a\u0940 + 2.715*\u0921\u094d\u0930\u0947\u091f<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0939\u092e \u0907\u0938 \u0938\u092e\u0940\u0915\u0930\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092f\u0939 \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0928\u090f <a href=\"https:\/\/statorials.org\/hi\/\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940-\u092e\u0947\u0902-\u0905\u0935\u0932\u094b\u0915\u0928\/\" target=\"_blank\" rel=\"noopener\">\u0905\u0935\u0932\u094b\u0915\u0928\u094b\u0902<\/a> \u0915\u0947 \u0932\u093f\u090f <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u0915\u094d\u092f\u093e \u0939\u094b\u0917\u093e\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e \u0909\u0938 \u0915\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 <em>mpg<\/em> \u092e\u093e\u0928 \u092a\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0938\u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0939\u0948\u0902:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><em>\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928<\/em> = 220<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>\u0938\u0940\u090f\u091a<\/em> = 150<\/span><\/li>\n<li> <span style=\"color: #000000;\"><em>\u0921\u094d\u0930\u0947\u091f<\/em> = 3<\/span><\/li>\n<\/ul>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define the coefficients from the model output<\/span>\nintercept &lt;- coef(summary(model))[\"(Intercept)\", \"Estimate\"]\ndisp &lt;- coef(summary(model))[\"disp\", \"Estimate\"]\nhp &lt;- coef(summary(model))[\"hp\", \"Estimate\"]\ndrat &lt;- coef(summary(model))[\"drat\", \"Estimate\"]\n\n<span style=\"color: #008080;\">#use the model coefficients to predict the value for <em>mpg<\/em>\n<\/span>intercept + disp*220 + hp*150 + drat*3\n\n#[1] 18.57373<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><em>\u0921\u093f\u0938\u094d\u092a<\/em> = 220, <em>\u090f\u091a\u092a\u0940<\/em> = 150 \u0914\u0930 <em>\u0921\u094d\u0930\u0948\u091f<\/em> = 3 \u0935\u093e\u0932\u0940 \u0915\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f, \u092e\u0949\u0921\u0932 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u0915\u093e\u0930 \u0915\u094b <strong>18.57373<\/strong> <em>\u090f\u092e\u092a\u0940\u091c\u0940<\/em> \u092e\u093f\u0932\u0947\u0917\u093e\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>\u0906\u092a \u0907\u0938 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u092a\u0942\u0930\u093e \u0906\u0930 \u0915\u094b\u0921 <a href=\"https:\/\/github.com\/Statorials\/R-Guides\/blob\/main\/multiple_linear_regression.R\" target=\"_blank\" rel=\"noopener noreferrer\">\u092f\u0939\u093e\u0902<\/a> \u092a\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/em><\/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> <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 \u0906\u0930 \u092e\u0947\u0902 \u0905\u0928\u094d\u092f \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u094b \u0915\u0948\u0938\u0947 \u092b\u093f\u091f \u0915\u093f\u092f\u093e \u091c\u093e\u090f:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/hi\/\u0926\u094d\u0935\u093f\u0918\u093e\u0924-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928-\u0906\u0930\/\" target=\"_blank\" rel=\"noopener\">\u0906\u0930 \u092e\u0947\u0902 \u0926\u094d\u0935\u093f\u0918\u093e\u0924 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u092c\u0939\u0941\u092a\u0926-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928-\u0906\u0930\/\" target=\"_blank\" rel=\"noopener\">\u0906\u0930 \u092e\u0947\u0902 \u092c\u0939\u0941\u092a\u0926 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u0906\u0930-\u092e\u0947\u0902-\u0918\u093e\u0924\u0940\u092f-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928\/\">\u0906\u0930 \u092e\u0947\u0902 \u0918\u093e\u0924\u0940\u092f \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u092f\u0939 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e \u0906\u0930 \u092e\u0947\u0902 \u090f\u0915\u093e\u0927\u093f\u0915 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 \u0907\u0938\u0915\u093e \u090f\u0915 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902: \u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0915\u0930\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0930\u0947\u0902 \u092e\u0949\u0921\u0932 \u0938\u092e\u093e\u092f\u094b\u091c\u0928 \u092e\u0949\u0921\u0932 \u092e\u093e\u0928\u094d\u092f\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0901\u091a \u0915\u0930\u0928\u093e \u092e\u0949\u0921\u0932 \u0906\u0909\u091f\u092a\u0941\u091f \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u093e \u092b\u093f\u091f \u0915\u0940 \u092e\u0949\u0921\u0932 \u0905\u091a\u094d\u091b\u093e\u0908 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902 \u091a\u0932 \u0926\u0930! [&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-505","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>\u0906\u0930 - \u0938\u094d\u091f\u0947\u091f\u094b\u0932\u0949\u091c\u0940 \u092e\u0947\u0902 \u092e\u0932\u094d\u091f\u0940\u092a\u0932 \u0932\u0940\u0928\u093f\u092f\u0930 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/title>\n<meta name=\"description\" content=\"\u092f\u0939 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e \u092c\u0924\u093e\u0924\u0940 \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u090f\u0915\u093e\u0927\u093f\u0915 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 \u0914\u0930 \u0938\u093e\u0925 \u0939\u0940 \u092e\u0949\u0921\u0932 \u092e\u093e\u0928\u094d\u092f\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 \u0914\u0930 \u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \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\/\u090f\u0915\u093e\u0927\u093f\u0915-\u0930\u0948\u0916\u093f\u0915-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928-\u0906\u0930\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0906\u0930 - \u0938\u094d\u091f\u0947\u091f\u094b\u0932\u0949\u091c\u0940 \u092e\u0947\u0902 \u092e\u0932\u094d\u091f\u0940\u092a\u0932 \u0932\u0940\u0928\u093f\u092f\u0930 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\" \/>\n<meta property=\"og:description\" content=\"\u092f\u0939 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e \u092c\u0924\u093e\u0924\u0940 \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u090f\u0915\u093e\u0927\u093f\u0915 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 \u0914\u0930 \u0938\u093e\u0925 \u0939\u0940 \u092e\u0949\u0921\u0932 \u092e\u093e\u0928\u094d\u092f\u0924\u093e\u0913\u0902 \u0915\u0940 \u091c\u093e\u0902\u091a \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 \u0914\u0930 \u092e\u0949\u0921\u0932 \u092b\u093f\u091f \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/hi\/\u090f\u0915\u093e\u0927\u093f\u0915-\u0930\u0948\u0916\u093f\u0915-\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928-\u0906\u0930\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-29T16:34:41+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\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/hi\/%e0%a4%8f%e0%a4%95%e0%a4%be%e0%a4%a7%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a5%88%e0%a4%96%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%a4%e0%a4%bf%e0%a4%97%e0%a4%ae%e0%a4%a8-%e0%a4%86%e0%a4%b0\/\",\"url\":\"https:\/\/statorials.org\/hi\/%e0%a4%8f%e0%a4%95%e0%a4%be%e0%a4%a7%e0%a4%bf%e0%a4%95-%e0%a4%b0%e0%a5%88%e0%a4%96%e0%a4%bf%e0%a4%95-%e0%a4%aa%e0%a5%8d%e0%a4%b0%e0%a4%a4%e0%a4%bf%e0%a4%97%e0%a4%ae%e0%a4%a8-%e0%a4%86%e0%a4%b0\/\",\"name\":\"\u0906\u0930 - \u0938\u094d\u091f\u0947\u091f\u094b\u0932\u0949\u091c\u0940 \u092e\u0947\u0902 \u092e\u0932\u094d\u091f\u0940\u092a\u0932 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