{"id":476644,"date":"2023-08-09T07:31:20","date_gmt":"2023-08-09T07:31:20","guid":{"rendered":""},"modified":"2023-09-05T11:13:10","modified_gmt":"2023-09-05T11:13:10","slug":"data-imputation","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/in\/wiki\/data-imputation\/","title":{"rendered":"\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923"},"content":{"rendered":"<h2>\u092a\u0930\u093f\u091a\u092f<\/h2>\n<p>\u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0907\u0902\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0924\u0915\u0928\u0940\u0915 \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 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\u0932\u093e\u092d \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0928\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ul>\n<li>\u0909\u0928\u094d\u0928\u0924 \u0921\u0947\u091f\u093e \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e: \u0932\u0941\u092a\u094d\u0924 \u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u092d\u0930\u0915\u0930, \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u092a\u0942\u0930\u094d\u0923\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0905\u0927\u093f\u0915 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u0939\u094b \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li>\u092c\u0947\u0939\u0924\u0930 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0936\u0915\u094d\u0924\u093f: \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0938\u0947 \u0928\u092e\u0942\u0928\u093e \u0906\u0915\u093e\u0930 \u092c\u0922\u093c\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u092e\u091c\u092c\u0942\u0924 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u093e \u092c\u0947\u0939\u0924\u0930 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0930\u0923 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n<li>\u0930\u093f\u0936\u094d\u0924\u094b\u0902 \u0915\u094b \u0938\u0902\u0930\u0915\u094d\u0937\u093f\u0924 \u0915\u0930\u0928\u093e: \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0921\u0947\u091f\u093e \u0938\u0902\u0930\u091a\u0928\u093e \u0915\u0940 \u0905\u0916\u0902\u0921\u0924\u093e \u0915\u094b \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f, \u091a\u0930 \u0915\u0947 \u092c\u0940\u091a \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u092d\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0924\u093e \u0939\u0948, \u091c\u0948\u0938\u0947 \u0915\u093f \u092f\u0926\u093f \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u092e\u0949\u0921\u0932 \u0917\u0932\u0924 \u0928\u093f\u0930\u094d\u0926\u093f\u0937\u094d\u091f \u0939\u0948, \u092f\u093e \u092f\u0926\u093f \u0932\u093e\u092a\u0924\u093e \u0921\u0947\u091f\u093e \u092f\u093e\u0926\u0943\u091a\u094d\u091b\u093f\u0915 (\u090f\u092e\u090f\u0928\u090f\u0906\u0930) \u092a\u0930 \u0917\u093e\u092f\u092c \u0928\u0939\u0940\u0902 \u0939\u0948, \u0924\u094b \u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939 \u0915\u093e \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u092a\u0930\u093f\u091a\u092f\u0964 \u0906\u0930\u094b\u092a\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0907\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092a\u0930 \u0938\u093e\u0935\u0927\u093e\u0928\u0940\u092a\u0942\u0930\u094d\u0935\u0915 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/h2>\n<p>\u0928\u0940\u091a\u0947 \u0926\u0940 \u0917\u0908 \u0924\u093e\u0932\u093f\u0915\u093e \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u093e\u0930\u093e\u0902\u0936 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0935\u093f\u0927\u093f<\/th>\n<th>\u0935\u093f\u0935\u0930\u0923<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u092e\u0924\u0932\u092c \u0932\u093e\u0902\u091b\u0928<\/td>\n<td>\u0909\u092a\u0932\u092c\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f \u0938\u0947 \u0932\u0941\u092a\u094d\u0924 \u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n<tr>\n<td>\u092e\u093e\u0927\u094d\u092f\u093f\u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923<\/td>\n<td>\u0909\u092a\u0932\u092c\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u093f\u0915\u093e \u0915\u0947 \u0938\u093e\u0925 \u0932\u0941\u092a\u094d\u0924 \u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n<tr>\n<td>\u092e\u094b\u0921 \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923<\/td>\n<td>\u0909\u092a\u0932\u092c\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u0947 \u092e\u094b\u0921 \u0915\u0947 \u0938\u093e\u0925 \u0932\u0941\u092a\u094d\u0924 \u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0924\u093f\u0938\u094d\u0925\u093e\u092a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n<tr>\n<td>\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0906\u0930\u094b\u092a\u0923<\/td>\n<td>\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0932\u0941\u092a\u094d\u0924 \u092e\u093e\u0928\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n<tr>\n<td>\u0915\u0947\u090f\u0928\u090f\u0928 \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923<\/td>\n<td>\u0928\u093f\u0915\u091f\u0924\u092e \u092a\u0921\u093c\u094b\u0938\u093f\u092f\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0932\u0941\u092a\u094d\u0924 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n<tr>\n<td>\u090f\u0915\u093e\u0927\u093f\u0915 \u0906\u0930\u094b\u092a\u0923<\/td>\n<td>\u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e \u0915\u094b \u0927\u094d\u092f\u093e\u0928 \u092e\u0947\u0902 \u0930\u0916\u0924\u0947 \u0939\u0941\u090f \u0915\u0908 \u0906\u0930\u094b\u092a\u093f\u0924 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0909\u092a\u092f\u094b\u0917, \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0901 \u0914\u0930 \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n<p>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u094b\u092e\u0947\u0928 \u092e\u0947\u0902 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0922\u0942\u0902\u0922\u0924\u093e \u0939\u0948, \u091c\u093f\u0928\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932<\/strong>: \u0928\u0948\u0926\u093e\u0928\u093f\u0915 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0947 \u0932\u093f\u090f \u0932\u093e\u092a\u0924\u093e \u0930\u094b\u0917\u0940 \u0921\u0947\u091f\u093e \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u093e\u0964<\/li>\n<li><strong>\u0935\u093f\u0924\u094d\u0924<\/strong>: \u0938\u091f\u0940\u0915 \u091c\u094b\u0916\u093f\u092e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u092a\u094b\u0930\u094d\u091f\u092b\u094b\u0932\u093f\u092f\u094b \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0932\u093f\u090f \u0917\u0941\u092e \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0921\u0947\u091f\u093e \u092d\u0930\u0928\u093e\u0964<\/li>\n<li><strong>\u0938\u093e\u092e\u093e\u091c\u093f\u0915 \u0935\u093f\u091c\u094d\u091e\u093e\u0928<\/strong>: \u0932\u093e\u092a\u0924\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923 \u0914\u0930 \u091c\u0928\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0905\u0927\u094d\u092f\u092f\u0928 \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0905\u092a\u0928\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0938\u0947 \u0930\u0939\u093f\u0924 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u0915\u0941\u091b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0935\u093f\u0927\u093f \u0915\u093e \u091a\u092f\u0928<\/strong>: \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0935\u093f\u0927\u093f \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0928\u093e\u0964<\/li>\n<li><strong>\u0906\u0930\u094b\u092a\u093f\u0924 \u0921\u0947\u091f\u093e \u0915\u0940 \u0935\u0948\u0927\u0924\u093e<\/strong>: \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u093e \u0915\u093f \u0932\u0917\u093e\u090f \u0917\u090f \u092e\u093e\u0928 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0932\u0941\u092a\u094d\u0924 \u092e\u093e\u0928\u094b\u0902 \u0915\u093e \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0932\u093e\u0917\u0924<\/strong>: \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0915\u0941\u091b \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0930\u0942\u092a \u0938\u0947 \u0917\u0939\u0928 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<p>\u0907\u0928 \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u0915\u094b \u0938\u0902\u092c\u094b\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e \u0932\u0917\u093e\u0924\u093e\u0930 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0914\u0930 \u0915\u0941\u0936\u0932 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u092f\u093e\u0938 \u0915\u0930\u0924\u0947 \u0939\u0941\u090f, \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u094b \u0935\u093f\u0915\u0938\u093f\u0924 \u0914\u0930 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h2>\u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0924\u0941\u0932\u0928\u093e\u090f\u0901<\/h2>\n<p>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0915\u0940 \u0915\u0941\u091b \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0924\u0941\u0932\u0928\u093e\u090f\u0901 \u0928\u0940\u091a\u0947 \u0926\u0940 \u0917\u0908 \u0939\u0948\u0902:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0935\u093f\u0936\u0947\u0937\u0924\u093e<\/th>\n<th>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923<\/th>\n<th>\u0921\u0947\u091f\u093e \u0907\u0902\u091f\u0930\u092a\u094b\u0932\u0947\u0936\u0928<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f<\/td>\n<td>\u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0932\u0941\u092a\u094d\u0924 \u092e\u093e\u0928\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u093e<\/td>\n<td>\u092e\u094c\u091c\u0942\u0926\u093e \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u093e<\/td>\n<\/tr>\n<tr>\n<td>\u092a\u094d\u0930\u092f\u094b\u091c\u094d\u092f\u0924\u093e<\/td>\n<td>\u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0930\u0942\u092a\u094b\u0902 \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0917\u0941\u092e<\/td>\n<td>\u0905\u0902\u0924\u0930\u093e\u0932 \u0915\u0947 \u0938\u093e\u0925 \u0938\u092e\u092f-\u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0921\u0947\u091f\u093e<\/td>\n<\/tr>\n<tr>\n<td>TECHNIQUES<\/td>\n<td>\u092e\u093e\u0927\u094d\u092f, \u092e\u093e\u0927\u094d\u092f\u093f\u0915\u093e, \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928, KNN, \u0906\u0926\u093f\u0964<\/td>\n<td>\u0930\u0948\u0916\u093f\u0915, \u0924\u0916\u093c\u094d\u0924\u093e, \u092c\u0939\u0941\u092a\u0926, \u0906\u0926\u093f\u0964<\/td>\n<\/tr>\n<tr>\n<td>\u0915\u0947\u0902\u0926\u094d\u0930<\/td>\n<td>\u0921\u0947\u091f\u093e \u092a\u0942\u0930\u094d\u0923\u0924\u093e<\/td>\n<td>\u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u0939\u091c\u0924\u093e \u0914\u0930 \u0928\u093f\u0930\u0902\u0924\u0930\u0924\u093e<\/td>\n<\/tr>\n<tr>\n<td>\u0921\u0947\u091f\u093e \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e\u090f\u0901<\/td>\n<td>\u091a\u0930\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902<\/td>\n<td>\u0905\u0915\u094d\u0938\u0930 \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u0947 \u0915\u094d\u0930\u092e \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u092a\u0930\u093f\u092a\u094d\u0930\u0947\u0915\u094d\u0937\u094d\u092f \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0901<\/h2>\n<p>\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0906\u0917\u0947 \u092c\u0922\u093c\u0924\u0940 \u0939\u0948, \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0924\u0915\u0928\u0940\u0915 \u0905\u0927\u093f\u0915 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0914\u0930 \u0938\u091f\u0940\u0915 \u0939\u094b\u0928\u0947 \u0915\u0940 \u0909\u092e\u094d\u092e\u0940\u0926 \u0939\u0948\u0964 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e, \u091c\u0948\u0938\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u091c\u0947\u0928\u0930\u0947\u091f\u093f\u0935 \u092e\u0949\u0921\u0932, \u0932\u093e\u092a\u0924\u093e \u0921\u0947\u091f\u093e \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u094b \u0914\u0930 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0921\u094b\u092e\u0947\u0928-\u0935\u093f\u0936\u093f\u0937\u094d\u091f \u091c\u094d\u091e\u093e\u0928 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h2>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0914\u0930 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930<\/h2>\n<p>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0905\u092a\u094d\u0930\u0924\u094d\u092f\u0915\u094d\u0937 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0914\u0930 \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u0915\u0947 \u092c\u0940\u091a \u092e\u0927\u094d\u092f\u0938\u094d\u0925 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0917\u0941\u092e\u0928\u093e\u092e\u0940, \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u092a\u094d\u0930\u0924\u093f\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0926\u0930\u0915\u093f\u0928\u093e\u0930 \u0915\u0930\u0928\u0947 \u091c\u0948\u0938\u0940 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u091c\u092c\u0915\u093f \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0938\u094d\u0935\u092f\u0902 \u0938\u0940\u0927\u0947 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0938\u0947 \u091c\u0941\u0921\u093c\u093e \u0928\u0939\u0940\u0902 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948, \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u090f\u0915\u0924\u094d\u0930 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0905\u092a\u0942\u0930\u094d\u0923 \u092f\u093e \u0917\u093e\u092f\u092c \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0938\u0947 \u0932\u093e\u092d\u093e\u0928\u094d\u0935\u093f\u0924 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n<p>\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0906\u092a \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0938\u0902\u0926\u0930\u094d\u092d \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ol>\n<li><a href=\"https:\/\/www.wiley.com\/en-us\/Missing+Data%3A+Analysis+and+Design%2C+2nd+Edition-p-9780470526794\" target=\"_new\" rel=\"noopener nofollow\">\u0917\u0941\u092e \u0921\u0947\u091f\u093e: \u0930\u094b\u0921\u0930\u093f\u0915 \u091c\u0947\u090f \u0932\u093f\u091f\u093f\u0932 \u0914\u0930 \u0921\u094b\u0928\u093e\u0932\u094d\u0921 \u092c\u0940 \u0930\u0941\u092c\u093f\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0921\u093f\u091c\u093c\u093e\u0907\u0928<\/a><\/li>\n<li><a href=\"https:\/\/journals.sagepub.com\/doi\/10.1177\/096228029300200402\" target=\"_new\" rel=\"noopener nofollow\">\u0921\u094b\u0928\u093e\u0932\u094d\u0921 \u092c\u0940 \u0930\u0941\u092c\u093f\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0930\u094d\u0935\u0947\u0915\u094d\u0937\u0923\u094b\u0902 \u092e\u0947\u0902 \u0917\u0948\u0930-\u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0932\u093f\u090f \u090f\u0915\u093e\u0927\u093f\u0915 \u0906\u0930\u094b\u092a<\/a><\/li>\n<li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3668100\/\" target=\"_new\" rel=\"noopener nofollow\">\u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0914\u0930 \u0907\u0938\u0915\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0930\u093f\u091a\u092f<\/a><\/li>\n<\/ol>\n<p>\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 \u092e\u0947\u0902, \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0917\u0941\u092e \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947, \u0921\u0947\u091f\u093e \u0915\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948\u0964 \u091a\u0932 \u0930\u0939\u0947 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0914\u0930 \u0924\u0915\u0928\u0940\u0915\u0940 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u0947 \u0938\u093e\u0925, \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0928\u0947 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u0923 \u092a\u0930\u093f\u0923\u093e\u092e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b\u0902\u0917\u0947 \u0914\u0930 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u094b \u0938\u092e\u0930\u094d\u0925\u0928 \u092e\u093f\u0932\u0947\u0917\u093e\u0964<\/p>","protected":false},"featured_media":468110,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476644","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Imputation: Bridging the Gaps in Information<\/mark>","faq_items":[{"question":"What is data imputation and why is it important?","answer":"<p>Data imputation is a statistical technique used to fill in missing or incomplete data points within a dataset with estimated values. It is important because missing data can lead to biased analysis and inaccurate modeling. Imputation enhances data quality, ensuring more reliable and comprehensive results.<\/p>"},{"question":"How did data imputation evolve over time?","answer":"<p>The concept of data imputation has been around for centuries, but it gained more prominence with the rise of computers and statistical analysis in the 20th century. Donald B. Rubin's work on multiple imputation techniques in the 1970s was a significant milestone in its development.<\/p>"},{"question":"What are the main types of data imputation methods?","answer":"<p>Data imputation methods can be categorized into several types, including mean imputation, median imputation, mode imputation, regression imputation, K-nearest neighbors (KNN) imputation, and multiple imputation.<\/p>"},{"question":"How does data imputation work internally?","answer":"<p>Data imputation works by identifying missing values, selecting an appropriate imputation method, and generating estimated values based on the available data. Each method has its strengths and is chosen based on the data characteristics and analysis goals.<\/p>"},{"question":"What are the key benefits of data imputation?","answer":"<p>Data imputation offers several benefits, including enhanced data quality, increased statistical power, and preservation of relationships between variables. It leads to more accurate analysis and better decision-making.<\/p>"},{"question":"What challenges are associated with data imputation?","answer":"<p>Some challenges of data imputation include selecting the right imputation method, ensuring the validity of imputed data, and dealing with computationally intensive techniques for large datasets.<\/p>"},{"question":"In what areas is data imputation applied?","answer":"<p>Data imputation finds applications in various domains, including healthcare, finance, and social sciences, where missing data can impact research and analysis.<\/p>"},{"question":"How does data imputation compare with data interpolation?","answer":"<p>Data imputation focuses on estimating missing values within a dataset, while data interpolation aims to estimate values between existing data points, often in time-series data with gaps.<\/p>"},{"question":"What does the future hold for data imputation?","answer":"<p>As technology advances, data imputation techniques are expected to become more sophisticated, incorporating machine learning algorithms and domain-specific knowledge for better accuracy and reliability.<\/p>"},{"question":"How are proxy servers related to data imputation?","answer":"<p>While data imputation itself may not be directly tied to proxy servers, the analysis and processing of data collected through proxy servers may benefit from imputation techniques when dealing with incomplete or missing data points.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/476644","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/476644\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/468110"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=476644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}