{"id":1255,"date":"2023-07-27T02:53:55","date_gmt":"2023-07-27T02:53:55","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ae%e1%84%83%e1%85%a9%e1%84%87%e1%85%b5-%e1%84%80%e1%85%a5%e1%86%b7%e1%84%8c%e1%85%a5%e1%86%bc\/"},"modified":"2023-07-27T02:53:55","modified_gmt":"2023-07-27T02:53:55","slug":"r%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ae%e1%84%83%e1%85%a9%e1%84%87%e1%85%b5-%e1%84%80%e1%85%a5%e1%86%b7%e1%84%8c%e1%85%a5%e1%86%bc","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%b4-%e1%84%8b%e1%85%ae%e1%84%83%e1%85%a9%e1%84%87%e1%85%b5-%e1%84%80%e1%85%a5%e1%86%b7%e1%84%8c%e1%85%a5%e1%86%bc\/","title":{"rendered":"R\uc5d0\uc11c \uc6b0\ub3c4\ube44 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\uc6b0\ub3c4\ube44 \ud14c\uc2a4\ud2b8\ub294<\/strong> \ub450 \uac1c\uc758 \uc911\ucca9 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc801\ud569\ub3c4\ub97c \ube44\uad50\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u110c\u116e\u11bc\u110e\u1165\u11b8-\u1106\u1169\u1103\u1166\u11af\/\" target=\"_blank\" rel=\"noopener\">\uc911\ucca9 \ubaa8\ub378\uc740<\/a> \ub2e8\uc21c\ud788 \uc804\uccb4 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc608\uce21 \ubcc0\uc218\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \ud3ec\ud568\ud558\ub294 \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, 4\uac1c\uc758 \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud68c\uadc0 \ubaa8\ub378\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Y = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> x <sub>1<\/sub> + \u03b2 <sub>2<\/sub> x <sub>2<\/sub> + \u03b2 <sub>3<\/sub> x <sub>3<\/sub> + \u03b2 <sub>4<\/sub> x <sub>4<\/sub> + \u03b5<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc911\ucca9 \ubaa8\ub378\uc758 \uc608\ub294 \uc6d0\ub798 \uc608\uce21 \ubcc0\uc218\uac00 2\uac1c\ub9cc \uc788\ub294 \ub2e4\uc74c \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Y = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> x <sub>1<\/sub> + \u03b2 <sub>2<\/sub> x <sub>2<\/sub> + \u03b5<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ub450 \ubaa8\ub378\uc774 \ud06c\uac8c \ub2e4\ub978\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uadc0\ubb34 \uac00\uc124\uacfc \ub300\ub9bd \uac00\uc124\uc744 \uc0ac\uc6a9\ud558\ub294 \uc6b0\ub3c4 \ube44\uc728 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \uc804\uccb4 \ubaa8\ub378\uacfc \uc911\ucca9 \ubaa8\ub378\uc774 \ub370\uc774\ud130\ub97c \ub3d9\uc77c\ud558\uac8c \uc798 \uc801\ud569\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c <strong>\uc911\ucca9 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud574\uc57c<\/strong> \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> \uc804\uccb4 \ubaa8\ub378\uc774 \uc911\ucca9 \ubaa8\ub378\ubcf4\ub2e4 \ub370\uc774\ud130\uc5d0 \ud6e8\uc52c \ub354 \uc798 \ub9de\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c <strong>\uc804\uccb4 \ud15c\ud50c\ub9bf\uc744 \uc0ac\uc6a9\ud574\uc57c<\/strong> \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ud14c\uc2a4\ud2b8\uc758 p-\uac12\uc774 \ud2b9\uc815 \uc720\uc758 \uc218\uc900(\uc608: 0.05)\ubcf4\ub2e4 \ub0ae\uc73c\uba74 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud558\uace0 \uc804\uccb4 \ubaa8\ub378\uc774 \ud6e8\uc52c \ub354 \ub098\uc740 \uc801\ud569\uc131\uc744 \uc81c\uacf5\ud55c\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 R\uc5d0\uc11c \uc6b0\ub3c4 \ube44\uc728 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: R\uc758 \uc6b0\ub3c4\ube44 \uac80\uc815<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ub0b4\uc7a5\ub41c <strong>mtcars<\/strong> \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec R\uc5d0\uc11c \ub2e4\uc74c \ub450 \uac00\uc9c0 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc804\uccb4 \ubaa8\ub378:<\/strong> mpg = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> \uc0ac\uc6a9 \uac00\ub2a5 + \u03b2 <sub>2<\/sub> \ud0c4\uc218\ud654\ubb3c + \u03b2 <sub>3<\/sub> hp + \u03b2 <sub>4<\/sub> \uc2e4\ub9b0\ub354<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ubaa8\ub378:<\/strong> mpg = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> \uc0ac\uc6a9 \uac00\ub2a5 + \u03b2 <sub>2<\/sub> \ud0c4\uc218\ud654\ubb3c<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>lmtest<\/strong> \ud328\ud0a4\uc9c0\uc758 <strong>lrtest()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc74c \ub450 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc6b0\ub3c4 \ube44\uc728 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (lmtest)<\/span>\n\n#fit full model<\/span>\nmodel_full &lt;- lm(mpg ~ disp + carb + hp + cyl, data = mtcars)\n\n<span style=\"color: #008080;\">#fit reduced model\n<\/span>model_reduced &lt;- lm(mpg ~ disp + carb, data = mtcars)\n\n<span style=\"color: #008080;\">#perform likelihood ratio test for differences in models\n<\/span>lrtest(model_full, model_reduced)\n\nLikelihood ratio test\n\nModel 1: mpg ~ disp + carb + hp + cyl\nModel 2: mpg ~ available + carb\n  #Df LogLik Df Chisq Pr(&gt;Chisq)\n1 6 -77.558                     \n2 4 -78.603 -2 2.0902 0.3517<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c \uce74\uc774\uc81c\uacf1 \uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 <strong>2.0902<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <strong>0.3517<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 p-\uac12\uc740 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774\ub294 \uc804\uccb4 \ubaa8\ub378\uacfc \uc911\ucca9 \ubaa8\ub378\uc774 \ub370\uc774\ud130\uc5d0 \ub3d9\uc77c\ud558\uac8c \uc798 \uc801\ud569\ud558\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc804\uccb4 \ubaa8\ub378\uc758 \ucd94\uac00 \uc608\uce21 \ubcc0\uc218\uac00 \uc801\ud569\ub3c4\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\uc9c0 \ubabb\ud558\ubbc0\ub85c \uc911\ucca9 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c \ub2e8\uc77c \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ubaa8\ub378\uc774 \ub450 \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ubaa8\ub378\uacfc \ud06c\uac8c \ub2e4\ub978\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574 \ub610 \ub2e4\ub978 \uc6b0\ub3c4 \ube44 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (lmtest)<\/span>\n\n#fit full model<\/span>\nmodel_full &lt;- lm(mpg ~ disp + carb, data = mtcars)\n\n<span style=\"color: #008080;\">#fit reduced model\n<\/span>model_reduced &lt;- lm(mpg ~ disp, data = mtcars)\n\n<span style=\"color: #008080;\">#perform likelihood ratio test for differences in models\n<\/span>lrtest(model_full, model_reduced)\n\nLikelihood ratio test\n\nModel 1: mpg ~ available + carb\nModel 2: mpg ~ available\n  #Df LogLik Df Chisq Pr(&gt;Chisq)   \n1 4 -78.603                        \n2 3 -82.105 -1 7.0034 0.008136 **\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\ub97c \ubcf4\uba74 \uc6b0\ub3c4\ube44 \uac80\uc815\uc758 p\uac12\uc774 <strong>0.008136<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\ub2e4. \uc774 \uc22b\uc790\ub294 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub530\ub77c\uc11c \uc6b0\ub9ac\ub294 \ub450 \uc608\uce21 \ubcc0\uc218 \ubaa8\ub378\uc774 \ub2e8\uc77c \uc608\uce21 \ubcc0\uc218 \ubaa8\ub378\uc5d0 \ube44\ud574 \uc801\ud569\ub3c4\uc5d0\uc11c \uc0c1\ub2f9\ud55c \uac1c\uc120\uc744 \uc81c\uacf5\ud55c\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub530\ub77c\uc11c \ucd5c\uc885 \ubaa8\ub378\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">mpg = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> \uc0ac\uc6a9 \uac00\ub2a5 + \u03b2 <sub>2<\/sub> \ud0c4\uc218\ud654\ubb3c<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1103\u1161\u11ab\u1109\u116e\u11ab-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c \ub2e8\uc21c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u110b\u1174\u1106\u1175-\u110f\u1169\u1103\u1173\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc758 \uc758\ubbf8 \ucf54\ub4dc\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc6b0\ub3c4\ube44 \ud14c\uc2a4\ud2b8\ub294 \ub450 \uac1c\uc758 \uc911\ucca9 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc801\ud569\ub3c4\ub97c \ube44\uad50\ud569\ub2c8\ub2e4. \uc911\ucca9 \ubaa8\ub378\uc740 \ub2e8\uc21c\ud788 \uc804\uccb4 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \uc608\uce21 \ubcc0\uc218\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \ud3ec\ud568\ud558\ub294 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 4\uac1c\uc758 \uc608\uce21 \ubcc0\uc218\uac00 \uc788\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud68c\uadc0 \ubaa8\ub378\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. Y = \u03b2 0 + \u03b2 1 x 1 + \u03b2 2 x 2 + \u03b2 3 x 3 + \u03b2 4 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-1255","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R\uc5d0\uc11c \uc6b0\ub3c4\ube44 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\ub97c \ub4e4\uc5b4 R\uc5d0\uc11c \uc6b0\ub3c4 \ube44\uc728 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\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\/ko\/r\u110b\u1174-\u110b\u116e\u1103\u1169\u1107\u1175-\u1100\u1165\u11b7\u110c\u1165\u11bc\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R\uc5d0\uc11c \uc6b0\ub3c4\ube44 \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95 - 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