{"id":1960,"date":"2023-07-24T07:21:08","date_gmt":"2023-07-24T07:21:08","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%95%e0%a5%8d%e0%a4%b5%e0%a4%be%e0%a4%82%e0%a4%9f%e0%a4%be%e0%a4%87%e0%a4%b2-%e0%a4%ab%e0%a4%bc%e0%a4%82%e0%a4%95%e0%a5%8d%e0%a4%b6%e0%a4%a8\/"},"modified":"2023-07-24T07:21:08","modified_gmt":"2023-07-24T07:21:08","slug":"%e0%a4%86%e0%a4%b0-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%95%e0%a5%8d%e0%a4%b5%e0%a4%be%e0%a4%82%e0%a4%9f%e0%a4%be%e0%a4%87%e0%a4%b2-%e0%a4%ab%e0%a4%bc%e0%a4%82%e0%a4%95%e0%a5%8d%e0%a4%b6%e0%a4%a8","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%95%e0%a5%8d%e0%a4%b5%e0%a4%be%e0%a4%82%e0%a4%9f%e0%a4%be%e0%a4%87%e0%a4%b2-%e0%a4%ab%e0%a4%bc%e0%a4%82%e0%a4%95%e0%a5%8d%e0%a4%b6%e0%a4%a8\/","title":{"rendered":"\u0906\u0930 \u092e\u0947\u0902 \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 () \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0906\u0901\u0915\u0921\u093c\u094b\u0902 \u092e\u0947\u0902, <strong>\u092e\u093e\u0924\u094d\u0930\u093e\u090f\u0901<\/strong> \u0935\u0947 \u092e\u093e\u0928 \u0939\u0948\u0902 \u091c\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u094b \u0938\u092e\u093e\u0928 \u0938\u092e\u0942\u0939\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0906\u0930 \u092e\u0947\u0902 <strong>\u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 ()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u0947 \u0928\u092e\u0942\u0928\u093e \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0942\u0932 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948:<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">\u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932(x, \u092a\u094d\u0930\u094b\u092c\u094d\u0938 = seq(0, 1, 0.25), na.rm = FALSE)<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\u0938\u094b\u0928\u093e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x<\/strong> : \u0935\u0947\u0915\u094d\u091f\u0930 \u0928\u093e\u092e<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0901<\/strong> : \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0915\u093e \u0938\u0902\u0916\u094d\u092f\u093e\u0924\u094d\u092e\u0915 \u0935\u0947\u0915\u094d\u091f\u0930<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>na.rm<\/strong> : NA \u092e\u093e\u0928 \u0939\u091f\u093e\u0928\u093e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902<\/span><\/li>\n<\/ul>\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\u0947 \u0939\u0948\u0902 \u0915\u093f \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092e\u0947\u0902 \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 1: \u090f\u0915 \u0938\u0926\u093f\u0936 \u0915\u0940 \u092e\u093e\u0924\u094d\u0930\u093e\u0913\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0947\u0902<\/strong><\/span><\/h3>\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 \u0906\u0930 \u092e\u0947\u0902 \u0935\u0947\u0915\u094d\u091f\u0930 \u0915\u0940 \u092e\u093e\u0924\u094d\u0930\u093e\u0913\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define vector of data<\/span> \ndata = c(1, 3, 3, 4, 5, 7, 8, 9, 12, 13, 13, 15, 18, 20, 22, 23, 24, 28)\n\n<span style=\"color: #008080;\">#calculate quartiles<\/span>\nquantile(data, probs = seq(0, 1, 1\/4))\n\n 0% 25% 50% 75% 100% \n1.0 5.5 12.5 19.5 28.0 \n\n<span style=\"color: #008080;\">#calculate quintiles<\/span>\nquantile(data, probs = seq(0, 1, 1\/5))\n\n 0% 20% 40% 60% 80% 100% \n1.0 4.4 8.8 13.4 21.2 28.0 \n\n<span style=\"color: #008080;\">#calculate deciles<\/span>\nquantile(data, probs = seq(0, 1, 1\/10))\n\n 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% \n1.0 3.0 4.4 7.1 8.8 12.5 13.4 17.7 21.2 23.3 28.0 \n\n<span style=\"color: #008080;\">#calculate random quantiles of interest<\/span>\nquantile(data, probs = c(.2, .5, .9))\n\n20% 50% 90% \n4.4 12.5 23.3\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923 2: \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0938\u094d\u0924\u0902\u092d\u094b\u0902 \u0915\u0940 \u092e\u093e\u0924\u094d\u0930\u093e\u0913\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0947\u0902<\/strong><\/span><\/h3>\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 \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0924\u094d\u0930\u093e\u0913\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (var1=c(1, 3, 3, 4, 5, 7, 7, 8, 12, 14, 18),\n                 var2=c(7, 7, 8, 3, 2, 6, 8, 9, 11, 11, 16),\n                 var3=c(3, 3, 6, 6, 8, 4, 4, 7, 10, 10, 11))\n\n<span style=\"color: #008080;\">#calculate quartiles of column 'var2'\n<\/span>quantile(df$var2, probs = seq(0, 1, 1\/4))\n\n  0% 25% 50% 75% 100% \n 2.0 6.5 8.0 10.0 16.0<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0939\u092e \u090f\u0915 \u0938\u093e\u0925 \u0915\u0908 \u0938\u094d\u0924\u0902\u092d\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0924\u094d\u0930\u093e\u0913\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <strong>sapply()<\/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: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate quartiles of every column\n<\/span>sapply(df, <span style=\"color: #008000;\">function<\/span> (x) quantile(x, probs = seq(0, 1, 1\/4)))\n\n     var1 var2 var3\n0% 1.0 2.0 3\n25% 3.5 6.5 4\n50% 7.0 8.0 6\n75% 10.0 10.0 9\n100% 18.0 16.0 11\n<\/span><\/strong><\/pre>\n<h3> <strong>\u0909\u0926\u093e\u0939\u0930\u0923 3: \u0938\u092e\u0942\u0939 \u0926\u094d\u0935\u093e\u0930\u093e \u092e\u093e\u0924\u094d\u0930\u093e\u0913\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0947\u0902<\/strong><\/h3>\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 \u0938\u092e\u0942\u0939\u0940\u0915\u0930\u0923 \u091a\u0930 \u0926\u094d\u0935\u093e\u0930\u093e \u092e\u093e\u0924\u094d\u0930\u093e\u0913\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr<\/a> \u092a\u0948\u0915\u0947\u091c \u092e\u0947\u0902 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#define data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B', 'C', 'C', 'C') ,\n                 points=c(1, 3, 3, 4, 5, 7, 7, 8, 12, 14, 18))\n\n<span style=\"color: #008080;\">#define quantiles of interest<\/span>\nq = c(.25, .5, .75)\n\n<span style=\"color: #008080;\">#calculate quantiles by grouping variable<\/span>\ndf %&gt;%\n  group_by(team) %&gt;%\n  summarize(quant25 = quantile(points, probs = q[1]), \n            quant50 = quantile(points, probs = q[2]),\n            quant75 = quantile(points, probs = q[3]))\n\n# A tibble: 3 x 4\n  team quant25 quant50 quant75\n           \n1 to 2.5 3 3.25\n2 B 6.5 7 7.25\n3 C 13 14 16   \n<\/strong><\/span><\/pre>\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 \u0926\u093f\u0916\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0905\u0928\u094d\u092f \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 \u092e\u093e\u0928\u094b\u0902 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <strong>\u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/hi\/\u0906\u0930-\u092e\u0947\u0902-\u0936\u0924\u092e\u0915\/\" target=\"_blank\" rel=\"noopener\">\u0906\u0930 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0936\u0924\u0915 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u0906\u0930-\u092e\u0947\u0902-\u0921\u0947\u0938\u0940\u0932\u0947\/\" target=\"_blank\" rel=\"noopener\">\u0906\u0930 \u092e\u0947\u0902 \u0921\u0947\u0938\u0940\u0932\u094d\u0938 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u0906\u0930-\u092e\u0947\u0902-\u091a\u0924\u0941\u0930\u094d\u0925\u0915\/\" target=\"_blank\" rel=\"noopener\">\u0906\u0930 \u092e\u0947\u0902 \u091a\u0924\u0941\u0930\u094d\u0925\u0915 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0906\u0901\u0915\u0921\u093c\u094b\u0902 \u092e\u0947\u0902, \u092e\u093e\u0924\u094d\u0930\u093e\u090f\u0901 \u0935\u0947 \u092e\u093e\u0928 \u0939\u0948\u0902 \u091c\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u094b \u0938\u092e\u093e\u0928 \u0938\u092e\u0942\u0939\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0906\u0930 \u092e\u0947\u0902 \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 () \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u0947 \u0928\u092e\u0942\u0928\u093e \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0942\u0932 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948: \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932(x, \u092a\u094d\u0930\u094b\u092c\u094d\u0938 = seq(0, 1, 0.25), na.rm = [&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-1960","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\u0930\u093f\u092f\u0932\u094d\u0938 \u092e\u0947\u0902 \u0915\u094d\u0935\u093e\u0902\u091f\u093e\u0907\u0932 () \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 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