{"id":3900,"date":"2023-07-14T21:02:11","date_gmt":"2023-07-14T21:02:11","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%89%e1%85%a5%e1%86%af%e1%84%90%e1%85%a1%e1%86%bc%e1%84%8b%e1%85%a6-%e1%84%8c%e1%85%a5%e1%86%af%e1%84%8b%e1%85%b5%e1%86%ab-r\/"},"modified":"2023-07-14T21:02:11","modified_gmt":"2023-07-14T21:02:11","slug":"%e1%84%89%e1%85%a5%e1%86%af%e1%84%90%e1%85%a1%e1%86%bc%e1%84%8b%e1%85%a6-%e1%84%8c%e1%85%a5%e1%86%af%e1%84%8b%e1%85%b5%e1%86%ab-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%89%e1%85%a5%e1%86%af%e1%84%90%e1%85%a1%e1%86%bc%e1%84%8b%e1%85%a6-%e1%84%8c%e1%85%a5%e1%86%af%e1%84%8b%e1%85%b5%e1%86%ab-r\/","title":{"rendered":"R\uc5d0\uc11c confit() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R\uc758 <strong>confint()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc801\ud569 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \ud558\ub098 \uc774\uc0c1\uc758 \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud568\uc218\ub294 \ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">confint(\uac1d\uccb4, parm, \ub808\ubca8=0.95)<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>object<\/strong> : \uc801\ud569 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc774\ub984<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>parm<\/strong> : \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \ub9e4\uac1c\ubcc0\uc218(\uae30\ubcf8\uac12\uc740 all)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>level<\/strong> : \uc0ac\uc6a9\ud560 \uc2e0\ub8b0 \uc218\uc900(\uae30\ubcf8\uac12\uc740 0.95)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: R\uc5d0\uc11c confit() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\uacf5\ubd80\ud55c \uc2dc\uac04, \uce58\ub978 \uc5f0\uc2b5 \uc2dc\ud5d8 \ud69f\uc218, \ud559\uae09 \ub0b4 \ud559\uc0dd 10\uba85\uc758 \ucd5c\uc885 \uc2dc\ud5d8 \uc810\uc218\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130 \ud504\ub808\uc784\uc774 R\uc5d0 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (score=c(77, 79, 84, 85, 88, 99, 95, 90, 92, 94),\n                 hours=c(1, 1, 2, 3, 2, 4, 4, 2, 3, 3),\n                 prac_exams=c(2, 3, 3, 2, 4, 5, 4, 3, 5, 4))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   score hours prac_exams\n1 77 1 2\n2 79 1 3\n3 84 2 3\n4 85 3 2\n5 88 2 4\n6 99 4 5\n7 95 4 4\n8 90 2 3\n9 92 3 5\n10 94 3 4\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc774\uc81c R\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc2dc\ud5d8 \uc810\uc218 = \u03b2 <sub>0<\/sub> + \u03b2 <sub>1<\/sub> (\uc2dc\uac04) + \u03b2 <sub>2<\/sub> (\uc2e4\uae30 \uc2dc\ud5d8)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-lm-\u1112\u1161\u11b7\u1109\u116e\/\" target=\"_blank\" rel=\"noopener\">lm()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774 \ubaa8\ub378\uc744 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit multiple linear regression model\n<\/span>fit &lt;- lm(score ~ hours + prac_exams, data=df)\n\n<span style=\"color: #008080;\">#view summary of model\n<\/span>summary(fit)\n\nCall:\nlm(formula = score ~ hours + prac_exams, data = df)\n\nResiduals:\n    Min 1Q Median 3Q Max \n-2.4324 -1.2632 -0.8956 0.4316 5.1412 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)    \n(Intercept) 68.4029 2.8723 23.815 5.85e-08 ***\nhours 4.1912 0.9961 4.207 0.0040 ** \nprac_exams 2.6912 0.9961 2.702 0.0306 *  \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 2.535 on 7 degrees of freedom\nMultiple R-squared: 0.9005, Adjusted R-squared: 0.8721 \nF-statistic: 31.68 on 2 and 7 DF, p-value: 0.0003107\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ubaa8\ub378 \uc694\uc57d\uc5d0\ub294 \uc801\ud569 \ud68c\uadc0 \uacc4\uc218\uac00 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc778\ud130\uc149\ud2b8 = 68.4029<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc2dc\uac04 = 4.1912<\/span><\/li>\n<li> <span style=\"color: #000000;\">prac_exams = 2.6912<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774\ub7ec\ud55c \uac01 \uacc4\uc218\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\uc744 \uc5bb\uc73c\ub824\uba74 <strong>confint()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate 95% confidence interval for each coefficient in model<\/span>\nconfined(fit)\n\n                 2.5% 97.5%\n(Intercept) 61.6111102 75.194772\nhours 1.8357237 6.546629\nprac_exams 0.3357237 5.046629\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uac01 \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\uc774 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc808\ud3b8\uc5d0 \ub300\ud55c 95% CI = [61.61, 75.19]<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc2dc\uac04\ub2f9 95% CI = [1.84, 6.55]<\/span><\/li>\n<li> <span style=\"color: #000000;\">prac_exams\uc5d0 \ub300\ud55c 95% CI = [0.34, 5.05]<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">99% \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub824\uba74 <strong>level<\/strong> \uc778\uc218\uc758 \uac12\uc744 \ubcc0\uacbd\ud558\uba74 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate 99% confidence interval for each coefficient in model\n<\/span>confint(fit, level= <span style=\"color: #008000;\">0.99<\/span> )\n\n                 0.5% 99.5%\n(Intercept) 58.3514926 78.454390\nhours 0.7052664 7.677087\nprac_exams -0.7947336 6.177087\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uad6c\uac04\ub9cc \uacc4\uc0b0\ud558\ub824\uba74 <strong>parm<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacc4\uc218\ub97c \uc9c0\uc815\ud558\uba74 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate 99% confidence interval for hours\n<\/span>confint(fit, parm=' <span style=\"color: #ff0000;\">hours<\/span> ', level= <span style=\"color: #008000;\">0.99<\/span> )\n\n          0.5% 99.5%\nhours 0.7052664 7.677087\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">99% \uc2e0\ub8b0 \uad6c\uac04\uc740 \uc2dc\uac04 \ubcc0\uc218\uc5d0 \ub300\ud574\uc11c\ub9cc \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc740 R\uc758 \uc120\ud615 \ud68c\uadc0\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-\u1112\u116c\u1100\u1171-\u110e\u116e\u11af\u1105\u1167\u11a8-\u1112\u1162\u1109\u1165\u11a8\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ud68c\uadc0 \ucd9c\ub825\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/a><br \/> <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\">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\">R\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> R\uc5d0\uc11c \ub85c\uc9c0\uc2a4\ud2f1 \ud68c\uadc0\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\uc758 confint() \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc801\ud569 \ud68c\uadc0 \ubaa8\ub378\uc5d0\uc11c \ud558\ub098 \uc774\uc0c1\uc758 \ub9e4\uac1c\ubcc0\uc218\uc5d0 \ub300\ud55c \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud568\uc218\ub294 \ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. confint(\uac1d\uccb4, parm, \ub808\ubca8=0.95) \uae08: object : \uc801\ud569 \ud68c\uadc0 \ubaa8\ub378\uc758 \uc774\ub984 parm : \uc2e0\ub8b0 \uad6c\uac04\uc744 \uacc4\uc0b0\ud560 \ub9e4\uac1c\ubcc0\uc218(\uae30\ubcf8\uac12\uc740 all) level : \uc0ac\uc6a9\ud560 \uc2e0\ub8b0 \uc218\uc900(\uae30\ubcf8\uac12\uc740 0.95) \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \uae30\ub2a5\uc744 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: R\uc5d0\uc11c [&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-3900","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the 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