{"id":1246,"date":"2023-07-27T03:48:40","date_gmt":"2023-07-27T03:48:40","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/"},"modified":"2023-07-27T03:48:40","modified_gmt":"2023-07-27T03:48:40","slug":"%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/","title":{"rendered":"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902"},"content":{"rendered":"

<\/p>\n

\n

\u090f\u0915 \u091b\u093e\u0924\u094d\u0930 \u0905\u0935\u0936\u0947\u0937<\/strong> \u0915\u0947\u0935\u0932 \u0909\u0938\u0915\u0947 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092e\u093e\u0928\u0915 \u0935\u093f\u091a\u0932\u0928 \u0938\u0947 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u090f\u0915 \u0905\u0935\u0936\u0947\u0937 \u0939\u0948\u0964<\/span><\/p>\n

\u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092e\u0947\u0902, \u0939\u092e \u0906\u092e \u0924\u094c\u0930 \u092a\u0930 \u0915\u0939\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u092e\u0947\u0902 \u0915\u094b\u0908 \u092d\u0940 \u0905\u0935\u0932\u094b\u0915\u0928<\/a> \u091c\u093f\u0938\u0915\u093e \u091b\u093e\u0924\u094d\u0930 \u0905\u0935\u0936\u0947\u0937 3 \u0915\u0947 \u0928\u093f\u0930\u092a\u0947\u0915\u094d\u0937 \u092e\u093e\u0928 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0939\u0948, \u090f\u0915 \u092c\u093e\u0939\u0930\u0940 \u0939\u0948\u0964<\/span><\/p>\n

\u0939\u092e MASS \u092a\u0948\u0915\u0947\u091c \u0938\u0947 studres()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 R \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u092d\u0940 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0947 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u094b \u0924\u0941\u0930\u0902\u0924 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948:<\/span><\/p>\n

\u091b\u093e\u0924\u094d\u0930(\u092e\u0949\u0921\u0932)<\/strong><\/span><\/p>\n

\u091c\u0939\u093e\u0902 \u092e\u0949\u0921\u0932<\/em> \u0915\u093f\u0938\u0940 \u0930\u0948\u0916\u093f\u0915 \u092e\u0949\u0921\u0932 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n

\u0909\u0926\u093e\u0939\u0930\u0923: \u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e<\/strong><\/span><\/h3>\n

\u092e\u093e\u0928 \u0932\u0940\u091c\u093f\u090f \u0915\u093f \u0939\u092e \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u090f\u092e\u091f\u0940\u0915\u093e\u0930\u094d\u0938<\/em> \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0906\u0930 \u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0930\u0932 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928<\/a> \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n

 #build simple linear regression model<\/span>\nmodel <- lm(mpg ~ disp, data=mtcars)\n<\/strong><\/pre>\n
 \u0939\u092e \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0905\u0935\u0932\u094b\u0915\u0928 \u0915\u0947 \u0932\u093f\u090f \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f MASS \u092a\u0948\u0915\u0947\u091c \u0938\u0947 studres()<\/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
 library<\/span> (MASS)<\/span>\n\n#calculate studentized residuals<\/span>\nstud_resids <- studres(model)\n\n#view first three studentized residuals<\/span>\nhead(stud_resids, 3)\n\n    Mazda RX4 Mazda RX4 Wag Datsun 710 \n   -0.6236250 -0.6236250 -0.7405315 \n<\/strong><\/pre>\n
 \u0939\u092e \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u093f\u090f \u0917\u090f \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0947 \u0935\u093f\u0930\u0941\u0926\u094d\u0927 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u0915\u094d\u0924\u093e \u091a\u0930 \u0915\u0947 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u093e \u090f\u0915 \u0924\u094d\u0935\u0930\u093f\u0924 \u092a\u094d\u0932\u0949\u091f \u092d\u0940 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span> <\/p>\n
 #plot predictor variable vs. studentized residuals\n<\/span>plot(mtcars$disp, stud_resids, ylab=' Studentized Residuals<\/span> ', xlab=' Displacement<\/span> ') \n\n#add horizontal line at 0\n<\/span>abline(0, 0)<\/strong> <\/pre>\n
\"\u0906\u0930<\/p>\n
 \u0917\u094d\u0930\u093e\u092b\u093c \u0938\u0947 \u0939\u092e \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0915\u093f\u0938\u0940 \u092d\u0940 \u0905\u0935\u0932\u094b\u0915\u0928 \u092e\u0947\u0902 3 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0928\u093f\u0930\u092a\u0947\u0915\u094d\u0937 \u092e\u093e\u0928 \u0935\u093e\u0932\u093e \u0915\u094b\u0908 \u091b\u093e\u0924\u094d\u0930 \u0905\u0935\u0936\u0947\u0937 \u0928\u0939\u0940\u0902 \u0939\u0948, \u0907\u0938\u0932\u093f\u090f \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0915\u094b\u0908 \u0938\u094d\u092a\u0937\u094d\u091f \u0906\u0909\u091f\u0932\u0947\u092f\u0930 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902\u0964<\/span><\/p>\n
 \u092f\u0926\u093f \u0939\u092e \u091a\u093e\u0939\u0947\u0902 \u0924\u094b \u0939\u092e \u092e\u0942\u0932 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0905\u0935\u0932\u094b\u0915\u0928 \u0915\u0947 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u094b \u092d\u0940 \u0935\u093e\u092a\u0938 \u091c\u094b\u0921\u093c \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n
 #add studentized residuals to orignal dataset\n<\/span>final_data <- cbind<\/span> (mtcars[c(' mpg<\/span> ', ' disp<\/span> ')], stud_resids)\n\n#view final dataset\n<\/span>head(final_data)\n\n                   mpg disp stud_resids\nMazda RX4 21.0 160 -0.6236250\nMazda RX4 Wag 21.0 160 -0.6236250\nDatsun 710 22.8 108 -0.7405315\nHornet 4 Drive 21.4 258 0.7556078\nHornet Sportabout 18.7 360 1.2658336\nValiant 18.1 225 -0.6896297<\/strong><\/pre>\n
 \u092b\u093f\u0930 \u0939\u092e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0905\u0935\u0932\u094b\u0915\u0928 \u0915\u094b \u0909\u0938\u0915\u0947 \u091b\u093e\u0924\u094d\u0930 \u0905\u0935\u0936\u0947\u0937 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u092c\u0938\u0947 \u092c\u0921\u093c\u0947 \u0938\u0947 \u0938\u092c\u0938\u0947 \u091b\u094b\u091f\u0947 \u092e\u0947\u0902 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u092f\u0939 \u092a\u0924\u093e \u091a\u0932 \u0938\u0915\u0947 \u0915\u093f \u0915\u094c\u0928 \u0938\u0947 \u0905\u0935\u0932\u094b\u0915\u0928 \u0906\u0909\u091f\u0932\u0947\u0930\u094d\u0938 \u0915\u0947 \u0938\u092c\u0938\u0947 \u0915\u0930\u0940\u092c \u0939\u0948\u0902:<\/span><\/p>\n
 #sort studentized residuals descending\n<\/span>final_data[ order<\/span> (-stud_resids),]\n\n                     mpg disp stud_resids\nToyota Corolla 33.9 71.1 2.52397102\nPontiac Firebird 19.2 400.0 2.06825391\nFiat 128 32.4 78.7 2.03684699\nLotus Europa 30.4 95.1 1.53905536\nHonda Civic 30.4 75.7 1.27099586\nHornet Sportabout 18.7 360.0 1.26583364\nChrysler Imperial 14.7 440.0 1.06486066\nHornet 4 Drive 21.4 258.0 0.75560776\nPorsche 914-2 26.0 120.3 0.42424678\nFiat X1-9 27.3 79.0 0.30183728\nMerc 240D 24.4 146.7 0.26235893\nFord Pantera L 15.8 351.0 0.20825609\nCadillac Fleetwood 10.4 472.0 0.08338531\nLincoln Continental 10.4 460.0 -0.07863385\nDuster 360 14.3 360.0 -0.14476167\nMerc 450SL 17.3 275.8 -0.28759769\nDodge Challenger 15.5 318.0 -0.30826585\nMerc 230 22.8 140.8 -0.30945955\nMerc 450SE 16.4 275.8 -0.56742476\nAMC Javelin 15.2 304.0 -0.58138205\nCamaro Z28 13.3 350.0 -0.58848471\nMazda RX4 Wag 21.0 160.0 -0.62362497\nMazda RX4 21.0 160.0 -0.62362497\nMaserati Bora 15.0 301.0 -0.68315010\nValiant 18.1 225.0 -0.68962974\nDatsun 710 22.8 108.0 -0.74053152\nMerc 450SLC 15.2 275.8 -0.94814699\nToyota Corona 21.5 120.1 -0.99751166\nVolvo 142E 21.4 121.0 -1.01790487\nMerc 280 19.2 167.6 -1.09979261\nFerrari Dino 19.7 145.0 -1.24732999\nMerc 280C 17.8 167.6 -1.57258064\n<\/strong><\/pre>\n
 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928<\/strong><\/span><\/h3>\n
 \u0906\u0930 \u092e\u0947\u0902 \u0938\u0930\u0932 \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a>
 \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<\/a>
 \u0906\u0930 \u092e\u0947\u0902 \u0905\u0935\u0936\u093f\u0937\u094d\u091f \u092a\u094d\u0932\u0949\u091f \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u090f\u0915 \u091b\u093e\u0924\u094d\u0930 \u0905\u0935\u0936\u0947\u0937 \u0915\u0947\u0935\u0932 \u0909\u0938\u0915\u0947 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092e\u093e\u0928\u0915 \u0935\u093f\u091a\u0932\u0928 \u0938\u0947 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u090f\u0915 \u0905\u0935\u0936\u0947\u0937 \u0939\u0948\u0964 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092e\u0947\u0902, \u0939\u092e \u0906\u092e \u0924\u094c\u0930 \u092a\u0930 \u0915\u0939\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u092e\u0947\u0902 \u0915\u094b\u0908 \u092d\u0940 \u0905\u0935\u0932\u094b\u0915\u0928 \u091c\u093f\u0938\u0915\u093e \u091b\u093e\u0924\u094d\u0930 \u0905\u0935\u0936\u0947\u0937 3 \u0915\u0947 \u0928\u093f\u0930\u092a\u0947\u0915\u094d\u0937 \u092e\u093e\u0928 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0939\u0948, \u090f\u0915 \u092c\u093e\u0939\u0930\u0940 \u0939\u0948\u0964 \u0939\u092e MASS \u092a\u0948\u0915\u0947\u091c \u0938\u0947 studres() \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 R \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u092d\u0940 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 […]<\/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-1246","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"\n\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \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 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\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\/\u0906\u0930-\u092e\u0947\u0902-\u0905\u0935\u0936\u0947\u0937-\u091b\u093e\u0924\u094d\u0930\u0940\u0915\u0943\u0924\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \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 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/hi\/\u0906\u0930-\u092e\u0947\u0902-\u0905\u0935\u0936\u0947\u0937-\u091b\u093e\u0924\u094d\u0930\u0940\u0915\u0943\u0924\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T03:48:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/etudiant1.png\" \/>\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%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/\",\"url\":\"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/\",\"name\":\"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/hi\/#website\"},\"datePublished\":\"2023-07-27T03:48:40+00:00\",\"dateModified\":\"2023-07-27T03:48:40+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/hi\/#\/schema\/person\/94100fc65c6aa3462638578b0f7b3340\"},\"description\":\"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/#breadcrumb\"},\"inLanguage\":\"hi-IN\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u092e\u0941\u0916\u092a\u0943\u0937\u094d\u0920\",\"item\":\"https:\/\/statorials.org\/hi\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/hi\/#website\",\"url\":\"https:\/\/statorials.org\/hi\/\",\"name\":\"Statorials\",\"description\":\"\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092f\u094b\u0917\u094d\u092f\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u0906\u092a\u0915\u093e \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0915!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/hi\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"hi-IN\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/hi\/#\/schema\/person\/94100fc65c6aa3462638578b0f7b3340\",\"name\":\"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"hi-IN\",\"@id\":\"https:\/\/statorials.org\/hi\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/hi\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/hi\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928\"},\"description\":\"\u0928\u092e\u0938\u094d\u0924\u0947, \u092e\u0948\u0902 \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u0939\u0942\u0902, \u090f\u0915 \u0938\u0947\u0935\u093e\u0928\u093f\u0935\u0943\u0924\u094d\u0924 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u092a\u094d\u0930\u094b\u092b\u0947\u0938\u0930 \u091c\u094b \u0905\u092c \u0938\u092e\u0930\u094d\u092a\u093f\u0924 Statorials \u0936\u093f\u0915\u094d\u0937\u0915 \u092c\u0928 \u0917\u092f\u093e \u0939\u0948\u0964 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e \u0915\u0947 \u0938\u093e\u0925, \u092e\u0948\u0902 Statorials \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u091b\u093e\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u0938\u0936\u0915\u094d\u0924 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u093e \u091c\u094d\u091e\u093e\u0928 \u0938\u093e\u091d\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0924\u094d\u0938\u0941\u0915 \u0939\u0942\u0902\u0964 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0947\",\"sameAs\":[\"https:\/\/statorials.org\/hi\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902","description":"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/hi\/\u0906\u0930-\u092e\u0947\u0902-\u0905\u0935\u0936\u0947\u0937-\u091b\u093e\u0924\u094d\u0930\u0940\u0915\u0943\u0924\/","og_locale":"hi_IN","og_type":"article","og_title":"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902","og_description":"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964","og_url":"https:\/\/statorials.org\/hi\/\u0906\u0930-\u092e\u0947\u0902-\u0905\u0935\u0936\u0947\u0937-\u091b\u093e\u0924\u094d\u0930\u0940\u0915\u0943\u0924\/","og_site_name":"Statorials","article_published_time":"2023-07-27T03:48:40+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/etudiant1.png"}],"author":"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928","twitter_card":"summary_large_image","twitter_misc":{"\u0926\u094d\u0935\u093e\u0930\u093e \u0932\u093f\u0916\u093f\u0924":"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928","\u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092a\u0922\u093c\u0928\u0947 \u0915\u093e \u0938\u092e\u092f":"1 \u092e\u093f\u0928\u091f"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/","url":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/","name":"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902","isPartOf":{"@id":"https:\/\/statorials.org\/hi\/#website"},"datePublished":"2023-07-27T03:48:40+00:00","dateModified":"2023-07-27T03:48:40+00:00","author":{"@id":"https:\/\/statorials.org\/hi\/#\/schema\/person\/94100fc65c6aa3462638578b0f7b3340"},"description":"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964","breadcrumb":{"@id":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/#breadcrumb"},"inLanguage":"hi-IN","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%85%e0%a4%b5%e0%a4%b6%e0%a5%87%e0%a4%b7-%e0%a4%9b%e0%a4%be%e0%a4%a4%e0%a5%8d%e0%a4%b0%e0%a5%80%e0%a4%95%e0%a5%83%e0%a4%a4\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u092e\u0941\u0916\u092a\u0943\u0937\u094d\u0920","item":"https:\/\/statorials.org\/hi\/"},{"@type":"ListItem","position":2,"name":"\u0906\u0930 \u092e\u0947\u0902 \u091b\u093e\u0924\u094d\u0930\u0915\u0943\u0924 \u0905\u0935\u0936\u0947\u0937\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/hi\/#website","url":"https:\/\/statorials.org\/hi\/","name":"Statorials","description":"\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u092f\u094b\u0917\u094d\u092f\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u0906\u092a\u0915\u093e \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0915!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/hi\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"hi-IN"},{"@type":"Person","@id":"https:\/\/statorials.org\/hi\/#\/schema\/person\/94100fc65c6aa3462638578b0f7b3340","name":"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928","image":{"@type":"ImageObject","inLanguage":"hi-IN","@id":"https:\/\/statorials.org\/hi\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/hi\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/hi\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","caption":"\u0921\u0949. \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u090f\u0902\u0921\u0930\u0938\u0928"},"description":"\u0928\u092e\u0938\u094d\u0924\u0947, \u092e\u0948\u0902 \u092c\u0947\u0902\u091c\u093e\u092e\u093f\u0928 \u0939\u0942\u0902, \u090f\u0915 \u0938\u0947\u0935\u093e\u0928\u093f\u0935\u0943\u0924\u094d\u0924 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u092a\u094d\u0930\u094b\u092b\u0947\u0938\u0930 \u091c\u094b \u0905\u092c \u0938\u092e\u0930\u094d\u092a\u093f\u0924 Statorials \u0936\u093f\u0915\u094d\u0937\u0915 \u092c\u0928 \u0917\u092f\u093e \u0939\u0948\u0964 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0935\u094d\u092f\u093e\u092a\u0915 \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e\u0924\u093e \u0915\u0947 \u0938\u093e\u0925, \u092e\u0948\u0902 Statorials \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u091b\u093e\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u0938\u0936\u0915\u094d\u0924 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u093e \u091c\u094d\u091e\u093e\u0928 \u0938\u093e\u091d\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0924\u094d\u0938\u0941\u0915 \u0939\u0942\u0902\u0964 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0947","sameAs":["https:\/\/statorials.org\/hi"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/posts\/1246","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/comments?post=1246"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/posts\/1246\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/media?parent=1246"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/categories?post=1246"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/hi\/wp-json\/wp\/v2\/tags?post=1246"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}