{"id":1762,"date":"2023-07-25T02:18:14","date_gmt":"2023-07-25T02:18:14","guid":{"rendered":"https:\/\/statorials.org\/ko\/prt-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%8e%e1%85%ae%e1%86%af%e1%84%85%e1%85%a7%e1%86%a8-r-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8\/"},"modified":"2023-07-25T02:18:14","modified_gmt":"2023-07-25T02:18:14","slug":"prt-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%8e%e1%85%ae%e1%86%af%e1%84%85%e1%85%a7%e1%86%a8-r-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/prt-%e1%84%92%e1%85%ac%e1%84%80%e1%85%b1-%e1%84%8e%e1%85%ae%e1%86%af%e1%84%85%e1%85%a7%e1%86%a8-r-%e1%84%92%e1%85%a2%e1%84%89%e1%85%a5%e1%86%a8\/","title":{"rendered":"R\uc758 \ud68c\uadc0 \ubaa8\ub378 \ucd9c\ub825\uc5d0\uc11c pr(&gt;|t|)\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R\uc5d0\uc11c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud560 \ub54c\ub9c8\ub2e4 \ud68c\uadc0 \ubaa8\ub378\uc758 \ucd9c\ub825\uc740 \ub2e4\uc74c \ud615\uc2dd\uc73c\ub85c \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">Coefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)  \n(Intercept) 10.0035 5.9091 1.693 0.1513  \nx1 1.4758 0.5029 2.935 0.0325 *\nx2 -0.7834 0.8014 -0.978 0.3732<\/span> \n<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Pr(&gt;|t|)<\/strong> \uc5f4\uc740 <strong>t \uac12<\/strong> \uc5f4\uc758 \uac12\uacfc \uc5f0\uad00\ub41c p \uac12\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">p-\uac12\uc774 \ud2b9\uc815 \uc720\uc758 \uc218\uc900(\uc608: \u03b1 = 0.05)\ubcf4\ub2e4 \ub0ae\uc73c\uba74 \uc608\uce21 \ubcc0\uc218\ub294 \ubaa8\ub378\uc758 \ubc18\uc751 \ubcc0\uc218\uc640 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c \uad00\uacc4\uac00 \uc788\ub294 \uac83\uc73c\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ud2b9\uc815 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c Pr(&gt;|t|) \uc5f4\uc758 \uac12\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Pr(&gt;|t|) \uac12\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218 <strong>x1<\/strong> \ubc0f <strong>x2<\/strong> \uc640 \ub2e8\uc77c \uc751\ub2f5 \ubcc0\uc218 <strong>y\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec <a href=\"https:\/\/statorials.org\/ko\/\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\/\" target=\"_blank\" rel=\"noopener\">\ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744<\/a> \uc801\ud569\ud654\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ub370\uc774\ud130 \ud504\ub808\uc784\uc744 \uc0dd\uc131\ud558\uace0 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub370\uc774\ud130\uc5d0 \ub9de\ucd94\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x1=c(1, 3, 3, 4, 4, 5, 6, 6),\n                 x2=c(7, 7, 5, 6, 5, 4, 5, 6),\n                 y=c(8, 8, 9, 9, 13, 14, 17, 14))\n\n<span style=\"color: #008080;\">#fit multiple linear regression model\n<\/span>model &lt;- lm(y ~ x1 + x2, data=df)\n\n<span style=\"color: #008080;\">#view model summary\n<\/span>summary(model)\n\nCall:\nlm(formula = y ~ x1 + x2, data = df)\n\nResiduals:\n      1 2 3 4 5 6 7 8 \n 2.0046 -0.9470 -1.5138 -2.2062 1.0104 -0.2488 2.0588 -0.1578 \n\nCoefficients:\n            Estimate Std. Error t value Pr(&gt;|t|)  \n(Intercept) 10.0035 5.9091 1.693 0.1513  \nx1 1.4758 0.5029 2.935 0.0325 *\nx2 -0.7834 0.8014 -0.978 0.3732  \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\nResidual standard error: 1.867 on 5 degrees of freedom\nMultiple R-squared: 0.7876, Adjusted R-squared: 0.7026 \nF-statistic: 9.268 on 2 and 5 DF, p-value: 0.0208<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Pr(&gt;|t|) \uc5f4\uc758 \uac12\uc744 \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218 x1\uc758 p-\uac12\uc740 <strong>0.0325<\/strong> \uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0.05\ubcf4\ub2e4 \uc791\uc73c\ubbc0\ub85c \ubaa8\ud615\uc758 \ubc18\uc751\ubcc0\uc218\uc640 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c \uad00\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\uc608\uce21 \ubcc0\uc218 x2\uc758 p-\uac12\uc740 <strong>0.3732<\/strong> \uc785\ub2c8\ub2e4. \uc774 \uac12\uc740 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \ubaa8\ud615\uc758 \ubc18\uc751\ubcc0\uc218\uc640 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud55c \uad00\uacc4\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uacc4\uc218 \ud45c \uc544\ub798\uc758 <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u110b\u1174\u1106\u1175-\u110f\u1169\u1103\u1173\/\" target=\"_blank\" rel=\"noopener\">\uc720\uc758\uc131 \ucf54\ub4dc\ub294<\/a> p-\uac12 0.0325 \uc606\uc5d0 \ub2e8\uc77c \ubcc4\ud45c(*)\uac00 \uc788\uc73c\uba74 p-\uac12\uc774 \u03b1 = 0.05\uc5d0\uc11c \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\ub2e4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Pr(&gt;|t|)\ub294 \uc2e4\uc81c\ub85c \uc5b4\ub5bb\uac8c \uacc4\uc0b0\ub418\ub098\uc694?<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Pr(&gt;|t|) \uac12\uc774 \uc2e4\uc81c\ub85c \uacc4\uc0b0\ub418\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1\ub2e8\uacc4: t-\uac12 \uacc4\uc0b0<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uba3c\uc800 \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec <strong>t \uac12\uc744<\/strong> \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>t-\uac12<\/strong> = \ucd94\uc815\uce58 \/ \ud45c\uc900\uce58 \uc624\ub958<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4 \uc608\uce21 \ubcc0\uc218 x1\uc5d0 \ub300\ud55c t \uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate t-value<\/span>\n1.4758 \/ .5029\n\n[1] 2.934579\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>2\ub2e8\uacc4: p-\uac12 \uacc4\uc0b0<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c\uc73c\ub85c p-\uac12\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. \uc774\ub294 t \ubd84\ud3ec\uc758 \uc808\ub300\uac12\uc774 2.935\ubcf4\ub2e4 \ud074 \ud655\ub960\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uac12\uc744 \uacc4\uc0b0\ud558\ub824\uba74 R\uc5d0\uc11c \ub2e4\uc74c \uacf5\uc2dd\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>p-\uac12<\/strong> = 2 * pt(abs(t-\uac12), \uc794\ucc28 df, lower.tail = FALSE)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc794\ucc28 \uc790\uc720\ub3c4\uac00 5\uac1c\uc778 t-\uac12 2.935\uc5d0 \ub300\ud55c p-\uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#calculate p-value<\/span>\n2 * pt( <span style=\"color: #3366ff;\">abs<\/span> (2.935), 5, lower. <span style=\"color: #3366ff;\">tail<\/span> = <span style=\"color: #008000;\">FALSE<\/span> )\n\n[1] 0.0324441\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\uc774 p-\uac12\uc740 \uc704 \ud68c\uadc0 \uacb0\uacfc\uc758 p-\uac12\uacfc \uc77c\uce58\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0:<\/strong> \uc794\ucc28 \uc790\uc720\ub3c4 \uac12\uc740 \ud68c\uadc0 \uacb0\uacfc\uc758 \ub9e8 \uc544\ub798\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc608\uc5d0\uc11c\ub294 5\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>Residual standard error: 1.867 on <span style=\"color: #ff0000;\">5<\/span> degrees of freedom\n<\/strong><\/span><\/pre>\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\">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 \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1166-\u1103\u1161\u110c\u116e\u11bc-\u1109\u1165\u11ab\u1112\u1167\u11bc-\u1112\u116c\u1100\u1171\u1105\u1173\u11af-\u1111\u1173\u11af\u1105\u1169\u11ba\u1112\u1161\u11b8\u1102\u1175\u1103\u1161.\/\" target=\"_blank\" rel=\"noopener\">R\uc5d0\uc11c \ub2e4\uc911 \uc120\ud615 \ud68c\uadc0 \uacb0\uacfc\ub97c \ud50c\ub86f\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\uc5d0\uc11c \uc120\ud615 \ud68c\uadc0\ub97c \uc218\ud589\ud560 \ub54c\ub9c8\ub2e4 \ud68c\uadc0 \ubaa8\ub378\uc758 \ucd9c\ub825\uc740 \ub2e4\uc74c \ud615\uc2dd\uc73c\ub85c \ud45c\uc2dc\ub429\ub2c8\ub2e4. Coefficients: Estimate Std. Error t value Pr(&gt;|t|) (Intercept) 10.0035 5.9091 1.693 0.1513 x1 1.4758 0.5029 2.935 0.0325 * x2 -0.7834 0.8014 -0.978 0.3732 Pr(&gt;|t|) \uc5f4\uc740 t \uac12 \uc5f4\uc758 \uac12\uacfc \uc5f0\uad00\ub41c p \uac12\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. p-\uac12\uc774 \ud2b9\uc815 \uc720\uc758 \uc218\uc900(\uc608: \u03b1 = 0.05)\ubcf4\ub2e4 \ub0ae\uc73c\uba74 \uc608\uce21 \ubcc0\uc218\ub294 \ubaa8\ub378\uc758 [&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-1762","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\uc758 \ud68c\uadc0 \ubaa8\ub378 \ucd9c\ub825\uc5d0\uc11c Pr(&gt;|t|)\ub97c \ud574\uc11d\ud558\ub294 \ubc29\ubc95<\/title>\n<meta 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