{"id":1252,"date":"2023-07-27T03:10:19","date_gmt":"2023-07-27T03:10:19","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%ae%e1%84%87%e1%85%ae%e1%86%ab-f-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/"},"modified":"2023-07-27T03:10:19","modified_gmt":"2023-07-27T03:10:19","slug":"%e1%84%87%e1%85%ae%e1%84%87%e1%85%ae%e1%86%ab-f-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%ae%e1%84%87%e1%85%ae%e1%86%ab-f-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3\/","title":{"rendered":"\ubd80\ubd84 f \ud14c\uc2a4\ud2b8\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c?"},"content":{"rendered":"

<\/p>\n

\n

\ubd80\ubd84 F-\uac80\uc815\uc740<\/strong> \ud68c\uadc0 \ubaa8\ub378<\/a> \uacfc \ub3d9\uc77c\ud55c \ubaa8\ub378\uc758 \uc911\ucca9 \ubc84\uc804 \uac04\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n

\uc911\ucca9<\/em> \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.<\/span><\/p>\n

\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

Y = \u03b2 0<\/sub> + \u03b2 1<\/sub> x 1<\/sub> + \u03b2 2<\/sub> x 2<\/sub> + \u03b2 3<\/sub> x 3<\/sub> + \u03b2 4<\/sub> x 4<\/sub> + \u03b5<\/span><\/p>\n

\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

Y = \u03b2 0<\/sub> + \u03b2 1<\/sub> x 1<\/sub> + \u03b2 2<\/sub> x 2<\/sub> + \u03b5<\/span><\/p>\n

\uc774 \ub450 \ubaa8\ub378\uc774 \ud06c\uac8c \ub2e4\ub978\uc9c0 \ud655\uc778\ud558\uae30 \uc704\ud574 \ubd80\ubd84 F-\uac80\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\ubd80\ubd84 F \ud14c\uc2a4\ud2b8: \uae30\ubcf8 \uc0ac\ud56d<\/span><\/strong><\/h3>\n

\ubd80\ubd84 F-\uac80\uc815\uc740 \ub2e4\uc74c F-\uac80\uc815 \ud1b5\uacc4\ub7c9\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n

F = (( \uac10\uc18c\ub41c<\/sub> RSS \u2013 \uc804\uccb4<\/sub> RSS)\/p) \/ ( \uc804\uccb4<\/sub> RSS \/nk)<\/span><\/p>\n

\uae08:<\/span><\/p>\n

    \n
  • \ucd95\uc18c\ub41c<\/sub> RSS<\/strong> : \ucd95\uc18c\ub41c(\uc608: “\uc911\ucca9”) \ubaa8\ub378\uc758 \uc794\ucc28 \uc81c\uacf1\ud569\uc785\ub2c8\ub2e4.<\/span><\/li>\n
  • RSS \uc804\uccb4<\/sub><\/strong> : \uc804\uccb4 \ubaa8\ub378\uc758 \uc794\ucc28 \uc81c\uacf1\ud569\uc785\ub2c8\ub2e4.<\/span><\/li>\n
  • p:<\/strong> \uc804\uccb4 \ubaa8\ub378\uc5d0\uc11c \uc81c\uac70\ub41c \uc608\uce21 \ubcc0\uc218\uc758 \uc218\uc785\ub2c8\ub2e4.<\/span><\/li>\n
  • n:<\/strong> \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ucd1d \uad00\uce21\uce58 \uc218\uc785\ub2c8\ub2e4.<\/span><\/li>\n
  • k:<\/strong> \uc804\uccb4 \ubaa8\ub378\uc758 \uacc4\uc218(\uc808\ud3b8 \ud3ec\ud568) \uc218\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n

    \uc608\uce21 \ubcc0\uc218\ub97c \ucd94\uac00\ud558\uba74 \ud56d\uc0c1 \uc624\ub958\uac00 \uc5b4\ub290 \uc815\ub3c4 \uac10\uc18c\ud558\ubbc0\ub85c \uc804\uccb4 \ubaa8\ub378\uc758 \uacbd\uc6b0 \uc794\ucc28 \uc81c\uacf1\ud569\uc774 \ud56d\uc0c1 \ub354 \uc791\uc544\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n

    \ub530\ub77c\uc11c \ubd80\ubd84 F-\uac80\uc815\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \uc804\uccb4 \ubaa8\ub378\uc5d0\uc11c \uc81c\uac70\ud55c \uc608\uce21 \ubcc0\uc218 \uadf8\ub8f9\uc774 \uc2e4\uc81c\ub85c \uc720\uc6a9\ud558\uace0 \uc804\uccb4 \ubaa8\ub378\uc5d0 \ud3ec\ud568\ub418\uc5b4\uc57c \ud558\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4.<\/span><\/p>\n

    \uc774 \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uadc0\ubb34\uac00\uc124\uacfc \ub300\ub9bd\uac00\uc124\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n

    H 0<\/sub> :<\/strong> \uc804\uccb4 \ubaa8\ub378\uc5d0\uc11c \uc81c\uac70\ub41c \ubaa8\ub4e0 \uacc4\uc218\ub294 0\uc785\ub2c8\ub2e4.<\/span><\/p>\n

    H A<\/sub> :<\/strong> \uc804\uccb4 \ubaa8\ub378\uc5d0\uc11c \uc81c\uac70\ub41c \uacc4\uc218 \uc911 \uc801\uc5b4\ub3c4 \ud558\ub098\ub294 0\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/span><\/p>\n

    F-\uac80\uc815 \ud1b5\uacc4\ub7c9\uc5d0 \ud574\ub2f9\ud558\ub294 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\uc5d0\uc11c \uc81c\uac70\ub41c \uacc4\uc218 \uc911 \ud558\ub098 \uc774\uc0c1\uc774 \uc720\uc758\ud558\ub2e4\ub294 \uacb0\ub860\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

    \ubd80\ubd84 F \ud14c\uc2a4\ud2b8: \uc608<\/strong><\/h3>\n

    \uc2e4\uc81c\ub85c\ub294 \ub2e4\uc74c \ub2e8\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubd80\ubd84 F \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud569\ub2c8\ub2e4.<\/span><\/p>\n

    1.<\/strong> \uc804\uccb4 \ud68c\uadc0 \ubaa8\ub378\uc744 \ud53c\ud305\ud558\uace0 RSS \uc804\uccb4\ub97c<\/sub> \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n

    2.<\/strong> \uc911\ucca9 \ud68c\uadc0 \ubaa8\ub378\uc744 \ub9de\ucd94\uace0 \uac10\uc18c\ub41c<\/sub> RSS\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n

    3.<\/strong> ANOVA\ub97c \uc218\ud589\ud558\uc5ec \uc804\uccb4 \ubaa8\ub378\uacfc \ucd95\uc18c \ubaa8\ub378\uc744 \ube44\uad50\ud558\uba74 \ubaa8\ub378\uc744 \ube44\uad50\ud558\ub294 \ub370 \ud544\uc694\ud55c F-\uac80\uc815 \ud1b5\uacc4\uac00 \uc0dd\uc131\ub429\ub2c8\ub2e4.<\/span><\/p>\n

    \uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc74c \ucf54\ub4dc\ub294 \ub0b4\uc7a5\ub41c 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

    \uc804\uccb4 \ubaa8\ub378:<\/strong> mpg = \u03b2 0<\/sub> + \u03b2 1<\/sub> \uc0ac\uc6a9 \uac00\ub2a5 + \u03b2 2<\/sub> \ud0c4\uc218\ud654\ubb3c + \u03b2 3<\/sub> hp + \u03b2 4<\/sub> \uc2e4\ub9b0\ub354<\/span><\/p>\n

    \ubaa8\ub378:<\/strong> mpg = \u03b2 0<\/sub> + \u03b2 1<\/sub> \uc0ac\uc6a9 \uac00\ub2a5 + \u03b2 2<\/sub> \ud0c4\uc218\ud654\ubb3c<\/span><\/p>\n

     #fit full model<\/span>\nmodel_full <- lm(mpg ~ disp + carb + hp + cyl, data = mtcars)\n\n#fit reduced model\n<\/span>model_reduced <- lm(mpg ~ disp + carb, data = mtcars)\n\n#perform ANOVA to test for differences in models\n<\/span>anova(model_reduced, model_full)\n\nAnalysis of Variance Table\n\nModel 1: mpg ~ available + carb\nModel 2: mpg ~ disp + carb + hp + cyl\n  Res.Df RSS Df Sum of Sq F Pr(>F)\n1 29 254.82                           \n2 27 238.71 2 16.113 0.9113 0.414<\/strong><\/pre>\n
     \uacb0\uacfc\uc5d0\uc11c ANOVA\uc758 F \uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 0.9113<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 0.414<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
     \uc774 p-\uac12\uc740 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ub294 hp<\/em> \ub610\ub294 cyl<\/em> \uc608\uce21 \ubcc0\uc218 \uc911 \ud558\ub098\uac00 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ud558\ub2e4\uace0 \ub9d0\ud560 \uc218 \uc788\ub294 \uc99d\uac70\uac00 \ucda9\ubd84\ud558\uc9c0 \uc54a\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/span><\/p>\n
     \uc989, \ud68c\uadc0 \ubaa8\ub378\uc5d0 hp<\/em> \uc640 cyl\uc744<\/em> \ucd94\uac00\ud574\ub3c4 \ubaa8\ub378 \uc801\ud569\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"
    \ubd80\ubd84 F-\uac80\uc815\uc740 \ud68c\uadc0 \ubaa8\ub378 \uacfc \ub3d9\uc77c\ud55c \ubaa8\ub378\uc758 \uc911\ucca9 \ubc84\uc804 \uac04\uc5d0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\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 […]<\/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-1252","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"\n\ubd80\ubd84 F \ud14c\uc2a4\ud2b8\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c? - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc608\uc81c\uc640 \ud568\uaed8 \ubd80\ubd84 F \ud14c\uc2a4\ud2b8\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc18c\uac1c\ub97c \uc81c\uacf5\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\/\u1107\u116e\u1107\u116e\u11ab-f-\u1110\u1166\u1109\u1173\u1110\u1173\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ubd80\ubd84 F \ud14c\uc2a4\ud2b8\ub780 \ubb34\uc5c7\uc785\ub2c8\uae4c? 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