{"id":2427,"date":"2023-07-22T07:47:44","date_gmt":"2023-07-22T07:47:44","guid":{"rendered":"https:\/\/statorials.org\/ko\/glm-%e1%84%8e%e1%85%ae%e1%86%af%e1%84%85%e1%85%a7%e1%86%a8%e1%84%8b%e1%85%b3%e1%86%af-r%e1%84%85%e1%85%a9-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8\/"},"modified":"2023-07-22T07:47:44","modified_gmt":"2023-07-22T07:47:44","slug":"glm-%e1%84%8e%e1%85%ae%e1%86%af%e1%84%85%e1%85%a7%e1%86%a8%e1%84%8b%e1%85%b3%e1%86%af-r%e1%84%85%e1%85%a9-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/glm-%e1%84%8e%e1%85%ae%e1%86%af%e1%84%85%e1%85%a7%e1%86%a8%e1%84%8b%e1%85%b3%e1%86%af-r%e1%84%85%e1%85%a9-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8\/","title":{"rendered":"R\uc5d0\uc11c glm \ucd9c\ub825\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95(\uc608\uc81c \ud3ec\ud568)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R\uc758 <strong>glm()<\/strong> \ud568\uc218\ub294 \uc77c\ubc18\ud654 \uc120\ud615 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud568\uc218\ub294 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>glm(\uacf5\uc2dd, family=\uac00\uc6b0\uc2a4, \ub370\uc774\ud130, \u2026)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\uacf5\uc2dd:<\/strong> \uc120\ud615 \ubaa8\ub378 \uacf5\uc2dd(\uc608: y ~ x1 + x2)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>family:<\/strong> \ubaa8\ub378\uc744 \uc801\ud569\uc2dc\ud0a4\ub294 \ub370 \uc0ac\uc6a9\ud560 \ud1b5\uacc4\uc801 \ud328\ubc00\ub9ac\uc785\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 \uac00\uc6b0\uc2a4\uc774\uc9c0\ub9cc \ub2e4\ub978 \uc635\uc158\uc73c\ub85c\ub294 \uc774\ud56d, \uac10\ub9c8, \ud3ec\uc544\uc1a1 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ub370\uc774\ud130:<\/strong> \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \ube14\ub85d\uc758 \uc774\ub984<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc2e4\uc81c\ub85c \uc774 \ud568\uc218\ub294 &#8220;\uc774\ud56d&#8221; \uacc4\uc5f4\uc744 \uc9c0\uc815\ud558\uc5ec <a href=\"https:\/\/statorials.org\/ko\/\u1105\u1169\u110c\u1175\u1109\u1173\u1110\u1175\u11a8-\u1112\u116c\u1100\u1171-1\/\" target=\"_blank\" rel=\"noopener\">\ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \uc801\ud569\uc2dc\ud0a4\ub294 \ub370 \uac00\uc7a5 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud574 R\uc5d0\uc11c glm \ucd9c\ub825\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: R\uc5d0\uc11c glm \ucd9c\ub825\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c\ub294 R\uc5d0 \ub0b4\uc7a5\ub41c <a href=\"https:\/\/statorials.org\/ko\/mtcars-r-\u1103\u1166\u110b\u1175\u1110\u1165-\u1109\u1166\u1110\u1173\/\" target=\"_blank\" rel=\"noopener\">mtcars<\/a> \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#view first six rows of <em>mtcars<\/em> dataset\n<\/span>head(mtcars)\n\n                   mpg cyl disp hp drat wt qsec vs am gear carb\nMazda RX4 21.0 6 160 110 3.90 2.620 16.46 0 1 4 4\nMazda RX4 Wag 21.0 6 160 110 3.90 2.875 17.02 0 1 4 4\nDatsun 710 22.8 4 108 93 3.85 2.320 18.61 1 1 4 1\nHornet 4 Drive 21.4 6 258 110 3.08 3.215 19.44 1 0 3 1\nHornet Sportabout 18.7 8 360 175 3.15 3.440 17.02 0 0 3 2\nValiant 18.1 6 225 105 2.76 3,460 20.22 1 0 3 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc8fc\uc5b4\uc9c4 \uc790\ub3d9\ucc28\uac00 \ubcc0\uc218 <strong>am<\/strong> \uc5d0 \ub300\ud574 1\uc758 \uac12\uc744 \uac00\uc9c8 \ud655\ub960\uc744 \uc608\uce21\ud558\uae30 \uc704\ud574 \ubcc0\uc218 <strong>disp<\/strong> \uc640 <strong>hp\ub97c<\/strong> \uc0ac\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>glm()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774 \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit logistic regression model\n<\/span>model &lt;- glm(am ~ disp + hp, data=mtcars, family=binomial)\n\n<span style=\"color: #008080;\">#view model summary\n<\/span>summary(model)\n\nCall:\nglm(formula = am ~ disp + hp, family = binomial, data = mtcars)\n\nDeviance Residuals: \n    Min 1Q Median 3Q Max  \n-1.9665 -0.3090 -0.0017 0.3934 1.3682  \n\nCoefficients:\n            Estimate Std. Error z value Pr(&gt;|z|)  \n(Intercept) 1.40342 1.36757 1.026 0.3048  \navailable -0.09518 0.04800 -1.983 0.0474 *\nhp 0.12170 0.06777 1.796 0.0725 .\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\n(Dispersion parameter for binomial family taken to be 1)\n\n    Null deviance: 43,230 on 31 degrees of freedom\nResidual deviance: 16,713 on 29 degrees of freedom\nAIC: 22,713\n\nNumber of Fisher Scoring iterations: 8\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc758 \uac01 \uc694\uc18c\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uacc4\uc218 \ubc0f P-\uac12<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc758 <strong>\uacc4\uc218 \ucd94\uc815\uce58\ub294<\/strong> \uac01 \uc608\uce21 \ubcc0\uc218\uc758 1\ub2e8\uc704 \uc99d\uac00\uc640 \uc5f0\uad00\ub41c \ubc18\uc751 \ubcc0\uc218\uc758 \ub85c\uadf8 \uc6b0\ub3c4\uc758 \ud3c9\uade0 \ubcc0\ud654\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc608\uce21 \ubcc0\uc218 disp\uc758 1\ub2e8\uc704 \uc99d\uac00\ub294 \uc751\ub2f5 \ubcc0\uc218 am\uc774 \uac12 1\uc744 \ucde8\ud560 \ub85c\uadf8 \uac00\ub2a5\uc131\uc758 -0.09518\uc758 \ud3c9\uade0 \ubcc0\ud654\uc640 \uc5f0\uad00\ub429\ub2c8\ub2e4. \uc774\ub294 disp\uc758 \uac12\uc774 \ub192\uc744\uc218\ub85d disp\uc758 \uac12\uc774 \ub0ae\uc744\uc218\ub85d \uac1c\uc5f0\uc131. \ubcc0\uc218\uc758 \uac12\uc740 1\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ud45c\uc900 \uc624\ucc28\ub294<\/strong> \uacc4\uc218 \ucd94\uc815\uacfc \uad00\ub828\ub41c \ubcc0\ub3d9\uc131\uc5d0 \ub300\ud55c \uc544\uc774\ub514\uc5b4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uacc4\uc218 \ucd94\uc815\uce58\ub97c \ud45c\uc900 \uc624\ucc28\ub85c \ub098\ub204\uc5b4 z \uac12\uc744 \uc5bb\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc608\uce21 \ubcc0\uc218 disp\uc758 <strong>z \uac12\uc740<\/strong> -.09518 \/ .048 = -1.983\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>p-\uac12<\/strong> Pr(&gt;|z|)\uc740 \ud2b9\uc815 z-\uac12\uacfc \uad00\ub828\ub41c \ud655\ub960\uc744 \uc54c\ub824\uc90d\ub2c8\ub2e4. \uc774\ub294 \ubcf8\uc9c8\uc801\uc73c\ub85c \uac01 \uc608\uce21 \ubcc0\uc218\uac00 \ubaa8\ub378\uc758 \uc751\ub2f5 \ubcc0\uc218 \uac12\uc744 \uc5bc\ub9c8\ub098 \uc798 \uc608\uce21\ud560 \uc218 \uc788\ub294\uc9c0 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \ubcc0\uc218 disp\uc758 z-\uac12\uacfc \uc5f0\uad00\ub41c p-\uac12\uc740 0.0474\uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c disp\ub294 \ubaa8\ub378\uc5d0\uc11c \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \uc608\uce21 \ubcc0\uc218\ub77c\uace0 \ub9d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc120\ud638\ub3c4\uc5d0 \ub530\ub77c 0.01, 0.05 \ub610\ub294 0.10\uc758 \uc720\uc758 \uc218\uc900\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac01 \uc608\uce21 \ubcc0\uc218\uac00 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc601\uc810 \ubc0f \uc794\ucc28 \uc774\ud0c8\ub3c4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ucd9c\ub825\uc758 <strong>\uc774\ud0c8\ub3c4\uac00 0\uc774\uba74<\/strong> \uc6d0\ub798 \ud56d\ub9cc \uc0ac\uc6a9\ud558\ub294 \ubaa8\ub378\uc774 \ubc18\uc751 \ubcc0\uc218\ub97c \uc5bc\ub9c8\ub098 \uc798 \uc608\uce21\ud560 \uc218 \uc788\ub294\uc9c0 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uc794\ucc28 \uc774\ud0c8\ub3c4\ub294<\/strong> <em>p\uac1c\uc758<\/em> \uc608\uce21 \ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud53c\ud305\ud558\ub294 \ud2b9\uc815 \ubaa8\ub378\uc774 \uc751\ub2f5 \ubcc0\uc218\ub97c \uc5bc\ub9c8\ub098 \uc798 \uc608\uce21\ud560 \uc218 \uc788\ub294\uc9c0 \uc54c\ub824\uc90d\ub2c8\ub2e4. \uac12\uc774 \ub0ae\uc744\uc218\ub85d \ubaa8\ub378\uc774 \ubc18\uc751 \ubcc0\uc218\uc758 \uac12\uc744 \ub354 \uc798 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378\uc774 &#8220;\uc720\uc6a9\ud55c&#8221;\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc774 \uce74\uc774\uc81c\uacf1 \ud1b5\uacc4\ub7c9\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>X <sup>2<\/sup><\/strong> = \uc81c\ub85c \uc774\ud0c8\ub3c4 \u2013 \uc794\uc5ec \uc774\ud0c8\ub3c4<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>p<\/em> \uc790\uc720\ub3c4\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\uba74 \uc774 \uce74\uc774\uc81c\uacf1 \ud1b5\uacc4\ub7c9\uacfc \uad00\ub828\ub41c p-\uac12\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. p-\uac12\uc774 \ub0ae\uc744\uc218\ub85d \uc6d0\ub798 \ud56d\ub9cc \uc0ac\uc6a9\ud55c \ubaa8\ub378\uc5d0 \ube44\ud574 \ubaa8\ub378\uc774 \ub370\uc774\ud130\uc138\ud2b8\ub97c \ub354 \uc798 \uc801\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c\ub294 0\uacfc \uc794\ucc28 \ud3b8\ucc28\uc5d0 \ub300\ud55c \ucd9c\ub825\uc5d0\uc11c \ub2e4\uc74c \uac12\uc744 \uad00\ucc30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\uc81c\ub85c \uc774\ud0c8\ub3c4<\/strong> : 43.23(df = 31)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uc794\ucc28 \uc774\ud0c8\ub3c4<\/strong> : 16.713, df = 29<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 X <sup>2<\/sup> \ud1b5\uacc4\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">X <sup>2<\/sup> = \uc81c\ub85c \uc774\ud0c8\ub3c4 \u2013 \uc794\uc5ec \uc774\ud0c8\ub3c4<\/span><\/li>\n<li> <span style=\"color: #000000;\"><sup>X2<\/sup> = 43.23 \u2013 16.713<\/span><\/li>\n<li> <span style=\"color: #000000;\"><sup>X2<\/sup> = 26,517<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218\uc758 \uc790\uc720\ub3c4\ub294 <em>p<\/em> = 2\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u110f\u1161\u110b\u1175\u110c\u1166\u1100\u1169\u11b8-p-\u1100\u1161\u11b9-\u1100\u1168\u1109\u1161\u11ab\u1100\u1175\/\" target=\"_blank\" rel=\"noopener\">\uce74\uc774\uc81c\uacf1 \ub300 P-\uac12 \uacc4\uc0b0\uae30\ub97c<\/a> \uc0ac\uc6a9\ud558\uba74 \uc790\uc720\ub3c4\uac00 2\uc778 X <sup>2<\/sup> \uac12 26.517\uc758 p-\uac12\uc774 0.000002\ub77c\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 p-\uac12\uc740 0.05\ubcf4\ub2e4 \ud6e8\uc52c \ub0ae\uae30 \ub54c\ubb38\uc5d0 \ubaa8\ub378\uc774 \ub9e4\uc6b0 \uc720\uc6a9\ud558\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>AIC<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>AIC<\/strong> (Akaike \uc815\ubcf4 \uae30\uc900)\ub294 \ub2e4\uc591\ud55c \ud68c\uadc0 \ubaa8\ub378\uc758 \uc801\ud569\uc131\uc744 \ube44\uad50\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uce21\uc815\uac12\uc785\ub2c8\ub2e4. \uac12\uc774 \ub0ae\uc744\uc218\ub85d \ud68c\uadc0 \ubaa8\ub378\uc774 \ub370\uc774\ud130\ub97c \ub354 \uc798 \uc801\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">AIC = 2K \u2013 <em>2ln<\/em> (L)<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>K:<\/strong> \ubaa8\ub378 \ub9e4\uac1c\ubcc0\uc218\uc758 \uc218\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><em>ln<\/em> (L)<\/strong> : \ubaa8\ub378\uc758 \ub85c\uadf8 \uc6b0\ub3c4\uc785\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc774 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud560 \uac00\ub2a5\uc131\uc774 \uc5bc\ub9c8\ub098 \ub418\ub294\uc9c0 \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">AIC\uc758 \uc2e4\uc81c \uac00\uce58\ub294 \uc758\ubbf8\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uadf8\ub7ec\ub098 \uc5ec\ub7ec \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\ud569\ud558\ub294 \uacbd\uc6b0 \uac01 \ubaa8\ub378\uc758 AIC \uac12\uc744 \ube44\uad50\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. AIC\uac00 \uac00\uc7a5 \ub0ae\uc740 \ubaa8\ub378\uc774 \uac00\uc7a5 \uc801\ud569\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uad00\ub828 \ud56d\ubaa9:<\/strong><\/span> <a href=\"https:\/\/statorials.org\/ko\" target=\"_blank\" rel=\"noopener\">\uc88b\uc740 AIC \uac12\uc73c\ub85c \uac04\uc8fc\ub418\ub294 \uac83\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc740 R\uc5d0\uc11c <strong>glm()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \ucd94\uac00 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-glm-\u1103\u1162-lm\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c glm\uacfc lm\uc758 \ucc28\uc774\uc810<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r-glm-\u110b\u1168\u110e\u1173\u11a8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c glm\uacfc \ud568\uaed8 \uc608\uce21 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 <strong>glm()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \ub54c \uc77c\ubc18\uc801\uc778 \uc624\ub958\ub97c \ucc98\ub9ac\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/glm-fit-\u110b\u1161\u11af\u1100\u1169\u1105\u1175\u110c\u1173\u11b7\u110b\u1175-\u1109\u116e\u1105\u1167\u11b7\u1112\u1161\u110c\u1175-\u110b\u1161\u11ad\u110b\u1161\u11bb\u1109\u1173\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">R \uacbd\uace0 \ucc98\ub9ac \ubc29\ubc95: glm.fit: \uc54c\uace0\ub9ac\uc998\uc774 \uc218\ub834\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/glm-fit-\u110c\u1165\u11a8\u1112\u1161\u11b8-\u1112\u116a\u11a8\u1105\u1172\u11af\u110b\u1173\u11ab-\u1109\u116e\u110e\u1175\u110c\u1165\u11a8\u110b\u1173\u1105\u1169-0-\u1104\u1169\u1102\u1173\u11ab-1\u110b\u1175-\u1107\u1161\u11af\u1109\u1162\u11bc\u1112\u1162\u11bb\u1109\u1173\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">\ucc98\ub9ac \ubc29\ubc95: glm.fit: \uc218\uce58\uc801\uc73c\ub85c \uc870\uc815\ub41c \ud655\ub960 0 \ub610\ub294 1 \ubc1c\uc0dd<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\uc758 glm() \ud568\uc218\ub294 \uc77c\ubc18\ud654 \uc120\ud615 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud568\uc218\ub294 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. glm(\uacf5\uc2dd, family=\uac00\uc6b0\uc2a4, \ub370\uc774\ud130, \u2026) \uae08: \uacf5\uc2dd: \uc120\ud615 \ubaa8\ub378 \uacf5\uc2dd(\uc608: y ~ x1 + x2) family: \ubaa8\ub378\uc744 \uc801\ud569\uc2dc\ud0a4\ub294 \ub370 \uc0ac\uc6a9\ud560 \ud1b5\uacc4\uc801 \ud328\ubc00\ub9ac\uc785\ub2c8\ub2e4. \uae30\ubcf8\uac12\uc740 \uac00\uc6b0\uc2a4\uc774\uc9c0\ub9cc \ub2e4\ub978 \uc635\uc158\uc73c\ub85c\ub294 \uc774\ud56d, \uac10\ub9c8, \ud3ec\uc544\uc1a1 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130: \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub41c \ub370\uc774\ud130 \ube14\ub85d\uc758 \uc774\ub984 \uc2e4\uc81c\ub85c \uc774 \ud568\uc218\ub294 [&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-2427","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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