{"id":473,"date":"2023-07-29T19:10:59","date_gmt":"2023-07-29T19:10:59","guid":{"rendered":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8-f%e1%84%8b%e1%85%b4-pd-%e1%84%80%e1%85%a1%e1%86%b9%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%80%e1%85%a8%e1%84%89%e1%85%a1\/"},"modified":"2023-07-29T19:10:59","modified_gmt":"2023-07-29T19:10:59","slug":"r%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8-f%e1%84%8b%e1%85%b4-pd-%e1%84%80%e1%85%a1%e1%86%b9%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%80%e1%85%a8%e1%84%89%e1%85%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/r%e1%84%8b%e1%85%a6%e1%84%89%e1%85%a5-%e1%84%90%e1%85%a9%e1%86%bc%e1%84%80%e1%85%a8-f%e1%84%8b%e1%85%b4-pd-%e1%84%80%e1%85%a1%e1%86%b9%e1%84%8b%e1%85%b3%e1%86%af-%e1%84%80%e1%85%a8%e1%84%89%e1%85%a1\/","title":{"rendered":"R\uc5d0\uc11c f \ud1b5\uacc4\uc758 p \uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">F \ud14c\uc2a4\ud2b8\ub294 <strong>F \ud1b5\uacc4\ub7c9\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/strong> R\uc5d0\uc11c F \ud1b5\uacc4\ub7c9\uacfc \uad00\ub828\ub41c <strong>p-\uac12\uc744<\/strong> \ucc3e\uc73c\ub824\uba74 \ub2e4\uc74c \uba85\ub839\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>pf(fstat, df1, df2, lower.tail = FALSE)<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>fstat<\/strong> &#8211; f \ud1b5\uacc4\uc758 \uac12<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>df1<\/strong> &#8211; \uc790\uc720\ub3c4 1<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>df2<\/strong> \u2013 \uc790\uc720\ub3c4 2<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>lower.tail<\/strong> \u2013 F \ubd84\ud3ec\uc758 \uc544\ub798\ucabd \uaf2c\ub9ac\uc640 \uad00\ub828\ub41c \ud655\ub960\uc744 \ubc18\ud658\ud560\uc9c0 \uc5ec\ubd80\uc785\ub2c8\ub2e4. \uc774\ub294 \uae30\ubcf8\uc801\uc73c\ub85c TRUE\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc608\ub97c \ub4e4\uc5b4, \uc790\uc720\ub3c4 1 = 3, \uc790\uc720\ub3c4 2 = 14\uc778 F \ud1b5\uacc4\ub7c9 5\uc640 \uc5f0\uad00\ub41c p-\uac12\uc744 \ucc3e\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>pf(5, 3, 14, lower.tail = FALSE)\n\n#[1] 0.01457807<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">F-\uac80\uc815\uc758 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc6a9\ub3c4 \uc911 \ud558\ub098\ub294 <a href=\"https:\/\/statorials.org\/ko\/\u1112\u116c\u1100\u1171-\u1107\u116e\u11ab\u1109\u1165\u11a8\u110b\u1174-\u110c\u1165\u11ab\u1107\u1161\u11ab\u110c\u1165\u11a8\u110b\u1175\u11ab-\u110c\u116e\u11bc\u110b\u116d\u1109\u1165\u11bc\u110b\u1166-\u1103\u1162\u1112\u1161\u11ab-f-\u1110\u1166\u1109\u1173\u1110\u1173\u1105\u1173\u11af-\u110b\u1175\u1112\u1162\u1112\u1161\u1100\u1175-\u110b\u1171\u1112\u1161\u11ab-\u1100\u1161\u11ab\u1103\u1161\u11ab\u1112\u1161\u11ab-\u1100\u1161\u110b\u1175\u1103\u1173\/\" target=\"_blank\" rel=\"noopener\">\ud68c\uadc0 \ubaa8\ub378\uc758 \uc804\ubc18\uc801\uc778 \uc720\uc758\uc131\uc744 \ud14c\uc2a4\ud2b8\ud558\ub294<\/a> \uac83\uc785\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \ud68c\uadc0 \ubaa8\ub378\uc5d0 \ub300\ud55c F \ud1b5\uacc4\uc758 p-\uac12\uc744 \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <strong><span style=\"color: #000000;\">\uc608: F \ud1b5\uacc4\ub7c9\uc5d0\uc11c p-\uac12 \uacc4\uc0b0<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">12\uba85\uc758 \ud559\uc0dd\uc5d0 \ub300\ud55c \ucd1d \uacf5\ubd80 \uc2dc\uac04, \ucd1d \uc900\ube44 \uc2dc\ud5d8 \uc218, \ucd5c\uc885 \uc2dc\ud5d8 \uc131\uc801\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset<\/span>\ndata &lt;- data.frame(study_hours = c(3, 7, 16, 14, 12, 7, 4, 19, 4, 8, 8, 3),<\/strong>\n<strong>prep_exams = c(2, 6, 5, 2, 7, 4, 4, 2, 8, 4, 1, 3),<\/strong>\n<strong>final_score = c(76, 88, 96, 90, 98, 80, 86, 89, 68, 75, 72, 76))<\/strong>\n<strong>\n<span style=\"color: #008080;\">#view first six rows of dataset<\/span>\nhead(data)\n\n# study_hours prep_exams final_score\n#1 3 2 76\n#2 7 6 88\n#3 16 5 96\n#4 14 2 90\n#5 12 7 98\n#6 7 4 80<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uadf8\ub7f0 \ub2e4\uc74c <em>\ud559\uc2b5 \uc2dc\uac04<\/em> \uacfc <em>\uc900\ube44 \uc2dc\ud5d8\uc744<\/em> \uc608\uce21 \ubcc0\uc218\ub85c, <em>\ucd5c\uc885 \uc810\uc218\ub97c<\/em> \uc751\ub2f5 \ubcc0\uc218\ub85c \uc0ac\uc6a9\ud558\uc5ec \uc774 \ub370\uc774\ud130\uc5d0 \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ubaa8\ub378\uc758 \uacb0\uacfc\ub97c \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit regression model<\/span>\nmodel &lt;- lm(final_score ~ study_hours + prep_exams, data = data)\n\n<span style=\"color: #008080;\">#view output of the model<\/span>\nsummary(model)\n\n#Call:\n#lm(formula = final_score ~ study_hours + prep_exams, data = data)\n#\n#Residuals:\n# Min 1Q Median 3Q Max \n#-13,128 -5,319 2,168 3,458 9,341 \n#\n#Coefficients:\n#Estimate Std. Error t value Pr(&gt;|t|)    \n#(Intercept) 66,990 6,211 10,785 1.9e-06 ***\n#study_hours 1.300 0.417 3.117 0.0124 *  \n#prep_exams 1.117 1.025 1.090 0.3041    \n#---\n#Significant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n#\n#Residual standard error: 7.327 on 9 degrees of freedom\n#Multiple R-squared: 0.5308, Adjusted R-squared: 0.4265 \n#F-statistic: 5.091 on 2 and 9 DF, p-value: 0.0332\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc758 \ub9c8\uc9c0\ub9c9 \ud589\uc5d0\uc11c \uc804\uccb4 \ud68c\uadc0 \ubaa8\ub378\uc758 F \ud1b5\uacc4\uac00 <strong>5.091<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 F \ud1b5\uacc4\ub7c9\uc740 \ubd84\uc790\uc5d0 \ub300\ud55c \uc790\uc720\ub3c4\uac00 2\uc774\uace0 \ubd84\ubaa8\uc5d0 \ub300\ud55c \uc790\uc720\ub3c4\uac00 9\uc785\ub2c8\ub2e4. R\uc740 \uc774 F \ud1b5\uacc4\ub7c9\uc758 p-\uac12\uc774 <strong>0.0332<\/strong> \ub77c\uace0 \uc790\ub3d9\uc73c\ub85c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ub3d9\ub4f1\ud55c p-\uac12\uc744 \uc9c1\uc811 \uacc4\uc0b0\ud558\uae30 \uc704\ud574 \ub2e4\uc74c \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong>pf(5.091, 2, 9, lower.tail = FALSE)\n\n#[1] 0.0331947<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uc704\uc758 \uc120\ud615 \ud68c\uadc0 \ucd9c\ub825\uacfc \ub3d9\uc77c\ud55c \ub2f5\uc744 \uc5bb\uc2b5\ub2c8\ub2e4(\uadf8\ub7ec\ub098 \ub354 \ub9ce\uc740 \uc18c\uc218 \uc790\ub9bf\uc218\uac00 \ud45c\uc2dc\ub428).<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>F \ud14c\uc2a4\ud2b8\ub294 F \ud1b5\uacc4\ub7c9\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. R\uc5d0\uc11c F \ud1b5\uacc4\ub7c9\uacfc \uad00\ub828\ub41c p-\uac12\uc744 \ucc3e\uc73c\ub824\uba74 \ub2e4\uc74c \uba85\ub839\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. pf(fstat, df1, df2, lower.tail = FALSE) fstat &#8211; f \ud1b5\uacc4\uc758 \uac12 df1 &#8211; \uc790\uc720\ub3c4 1 df2 \u2013 \uc790\uc720\ub3c4 2 lower.tail \u2013 F \ubd84\ud3ec\uc758 \uc544\ub798\ucabd \uaf2c\ub9ac\uc640 \uad00\ub828\ub41c \ud655\ub960\uc744 \ubc18\ud658\ud560\uc9c0 \uc5ec\ubd80\uc785\ub2c8\ub2e4. \uc774\ub294 \uae30\ubcf8\uc801\uc73c\ub85c TRUE\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc790\uc720\ub3c4 1 = 3, \uc790\uc720\ub3c4 [&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-473","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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