{"id":2548,"date":"2023-07-21T19:20:33","date_gmt":"2023-07-21T19:20:33","guid":{"rendered":"https:\/\/statorials.org\/tr\/rde-uc-yollu-anova\/"},"modified":"2023-07-21T19:20:33","modified_gmt":"2023-07-21T19:20:33","slug":"rde-uc-yollu-anova","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rde-uc-yollu-anova\/","title":{"rendered":"R&#39;de \u00fc\u00e7 y\u00f6nl\u00fc anova nas\u0131l ger\u00e7ekle\u015ftirilir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u00dc\u00e7 fakt\u00f6re da\u011f\u0131lm\u0131\u015f \u00fc\u00e7 veya daha fazla ba\u011f\u0131ms\u0131z grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in <strong>\u00fc\u00e7 y\u00f6nl\u00fc ANOVA<\/strong> kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, R&#8217;de \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: R&#8217;de \u00fc\u00e7 y\u00f6nl\u00fc ANOVA<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Bir ara\u015ft\u0131rmac\u0131n\u0131n, iki antrenman program\u0131n\u0131n kolej basketbolcular\u0131 aras\u0131nda s\u0131\u00e7rama y\u00fcksekli\u011finde farkl\u0131 ortalama iyile\u015fmelere yol a\u00e7\u0131p a\u00e7mad\u0131\u011f\u0131n\u0131 belirlemek istedi\u011fini varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ara\u015ft\u0131rmac\u0131, cinsiyet ve b\u00f6l\u00fcnmenin (B\u00f6l\u00fcm I veya II) de atlama y\u00fcksekli\u011fini etkileyebilece\u011finden \u015f\u00fcpheleniyor, bu nedenle bu fakt\u00f6rler hakk\u0131nda da veri topluyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Amac\u0131, antrenman program\u0131n\u0131n, cinsiyetin ve b\u00f6l\u00fcm\u00fcn atlama y\u00fcksekli\u011fini nas\u0131l etkiledi\u011fini belirlemek i\u00e7in \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirmektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;de bu \u00fc\u00e7 y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 izleyin:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: Verileri olu\u015fturun<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle verileri tutacak bir veri \u00e7er\u00e7evesi olu\u015ftural\u0131m:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (program=rep(c(1, 2), each= <span style=\"color: #008000;\">20<\/span> ),\n                 gender=rep(c(' <span style=\"color: #ff0000;\">M<\/span> ', ' <span style=\"color: #ff0000;\">F<\/span> '), each= <span style=\"color: #008000;\">10<\/span> , times= <span style=\"color: #008000;\">2<\/span> ),\n                 division=rep(c(1, 2), each= <span style=\"color: #008000;\">5<\/span> , times= <span style=\"color: #008000;\">4<\/span> ),\n                 height=c(7, 7, 8, 8, 7, 6, 6, 5, 6, 5,\n                          5, 5, 4, 5, 4, 3, 3, 4, 3, 3,\n                          6, 6, 5, 4, 5, 4, 5, 4, 4, 3,\n                          2, 2, 1, 4, 4, 2, 1, 1, 2, 1)) \n\n<span style=\"color: #008080;\">#view first six rows of dataset\n<\/span>head(df)\n\n  program gender division height\n1 1 M 1 7\n2 1 M 1 7\n3 1 M 1 8\n4 1 M 1 8\n5 1 M 1 7\n6 1 M 2 6<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>2. Ad\u0131m: A\u00e7\u0131klay\u0131c\u0131 istatistikleri g\u00f6r\u00fcnt\u00fcleyin<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00dc\u00e7 y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirmeden \u00f6nce, antrenman program\u0131, cinsiyet ve b\u00f6l\u00fcme g\u00f6re grupland\u0131r\u0131lm\u0131\u015f ortalama atlama y\u00fcksekli\u011fi art\u0131\u015f\u0131n\u0131 h\u0131zl\u0131 bir \u015fekilde \u00f6zetlemek i\u00e7in <a href=\"https:\/\/dplyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">dplyr&#8217;i<\/a> kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#calculate mean jumping height increase grouped by program, gender, and division\n<\/span>df %&gt;%\n  group_by(program, gender, division) %&gt;%\n  summarize(mean_height = mean(height))\n\n# A tibble: 8 x 4\n# Groups: program, gender [4]\n  program gender division mean_height\n                 \n1 1 F 1 4.6\n2 1 F 2 3.2\n3 1 M 1 7.4\n4 1 M 2 5.6\n5 2 F 1 2.6\n6 2 F 2 1.4\n7 2 M 1 5.2\n8 2 M 2 4  \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonucun nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">E\u011fitim Program\u0131 1&#8217;i kullanan B\u00f6l\u00fcm I kad\u0131nlar\u0131n\u0131n atlama y\u00fcksekli\u011findeki ortalama art\u0131\u015f <strong>4,6 in\u00e7ti<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">E\u011fitim Program\u0131 1&#8217;i kullanan B\u00f6l\u00fcm II kad\u0131nlar\u0131 aras\u0131nda atlama y\u00fcksekli\u011findeki ortalama art\u0131\u015f <strong>3,2 in\u00e7ti<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">E\u011fitim Program\u0131 1&#8217;i kullanan B\u00f6l\u00fcm I erkekleri aras\u0131nda atlama y\u00fcksekli\u011findeki ortalama art\u0131\u015f <strong>7,4 in\u00e7ti<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. Ad\u0131m: \u00dc\u00e7 y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirin<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra, \u00fc\u00e7 y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in <strong>aov()<\/strong> fonksiyonunu kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform three-way ANOVA<\/span>\nmodel &lt;- aov(height ~ program * gender * division, data=df)\n\n<span style=\"color: #008080;\">#view summary of three-way ANOVA\n<\/span>summary(model)\n\n                        Df Sum Sq Mean Sq F value Pr(&gt;F)    \nprogram 1 36.1 36.10 65.636 2.98e-09 ***\ngender 1 67.6 67.60 122.909 1.71e-12 ***\ndivision 1 19.6 19.60 35.636 1.19e-06 ***\nprogram:gender 1 0.0 0.00 0.000 1.000    \nprogram:division 1 0.4 0.40 0.727 0.400    \ngender:division 1 0.1 0.10 0.182 0.673    \nprogram:gender:division 1 0.1 0.10 0.182 0.673    \nResiduals 32 17.6 0.55                     \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Pr(&gt;F)<\/strong> s\u00fctunu, her bir fakt\u00f6r i\u00e7in p-de\u011ferini ve fakt\u00f6rler aras\u0131ndaki etkile\u015fimleri g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7lardan, \u00fc\u00e7 fakt\u00f6r aras\u0131ndaki etkile\u015fimlerin hi\u00e7birinin istatistiksel olarak anlaml\u0131 olmad\u0131\u011f\u0131n\u0131 g\u00f6rebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca \u00fc\u00e7 fakt\u00f6r\u00fcn (program, cinsiyet ve b\u00f6l\u00fcm) her birinin istatistiksel olarak anlaml\u0131 oldu\u011funu da g\u00f6rebiliyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Art\u0131k program, cinsiyet ve b\u00f6l\u00fcm i\u00e7in ortalama atlama y\u00fcksekli\u011fi art\u0131\u015f\u0131n\u0131 ayr\u0131 ayr\u0131 bulmak i\u00e7in dplyr&#8217;i tekrar kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)\n<\/span>\n#find mean jumping increase by program<\/span>\ndf %&gt;%\n  group_by(program) %&gt;%\n  summarize(mean_height = mean(height))\n\n# A tibble: 2 x 2\n  program mean_height\n           \n1 1 5.2\n2 2 3.3\n\n<span style=\"color: #008080;\">#find mean jumping increase by gender\n<\/span>df %&gt;%\n  group_by(gender) %&gt;%\n  summarize(mean_height = mean(height))\n\n# A tibble: 2 x 2\n  gender mean_height\n          \n1 F 2.95\n2M 5.55\n\n<span style=\"color: #008080;\">#find mean jumping increase by division\n<\/span>df %&gt;%\ngroup_by(division) %&gt;%\nsummarize(mean_height = mean(height))\n\n# A tibble: 2 x 2\n  division mean_height\n            \n1 1 4.95\n2 2 3.55<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan \u015funlar\u0131 g\u00f6zlemleyebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Antrenman program\u0131 1&#8217;i kullanan ki\u015filerin atlama y\u00fcksekli\u011findeki ortalama art\u0131\u015f ( <strong>5,2 in\u00e7<\/strong> ), antrenman program\u0131 2&#8217;yi kullanan ki\u015filerin ortalama art\u0131\u015f\u0131ndan <strong>(3,3 in\u00e7<\/strong> ) daha fazlayd\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Erkeklerin atlama y\u00fcksekli\u011findeki ortalama art\u0131\u015f ( <strong>5,55 in\u00e7<\/strong> ), kad\u0131nlar\u0131n ortalama art\u0131\u015f\u0131ndan <strong>(2,95 in\u00e7<\/strong> ) daha fazlayd\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Klasman 1 oyuncular\u0131n\u0131n atlama y\u00fcksekli\u011findeki ortalama art\u0131\u015f ( <strong>4,95 in\u00e7<\/strong> ), Klasman 2 oyuncular\u0131 aras\u0131ndaki ortalama art\u0131\u015ftan <strong>(3,55 in\u00e7<\/strong> ) daha fazlayd\u0131.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Sonu\u00e7 olarak, antrenman program\u0131, cinsiyet ve b\u00f6l\u00fcm\u00fcn, oyunculardaki artan s\u0131\u00e7rama y\u00fcksekli\u011finin \u00f6nemli g\u00f6stergeleri oldu\u011funu s\u00f6yleyebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca bu \u00fc\u00e7 fakt\u00f6r aras\u0131nda anlaml\u0131 bir etkile\u015fim etkisinin olmad\u0131\u011f\u0131n\u0131 da s\u00f6yleyebiliriz.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde di\u011fer ANOVA modellerinin R&#8217;ye nas\u0131l s\u0131\u011fd\u0131r\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova-r\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de tek y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/anova-ra-iki-yonlu\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de iki y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00dc\u00e7 fakt\u00f6re da\u011f\u0131lm\u0131\u015f \u00fc\u00e7 veya daha fazla ba\u011f\u0131ms\u0131z grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in \u00fc\u00e7 y\u00f6nl\u00fc ANOVA kullan\u0131l\u0131r. A\u015fa\u011f\u0131daki \u00f6rnek, R&#8217;de \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6sterir. \u00d6rnek: R&#8217;de \u00fc\u00e7 y\u00f6nl\u00fc ANOVA Bir ara\u015ft\u0131rmac\u0131n\u0131n, iki antrenman program\u0131n\u0131n kolej basketbolcular\u0131 aras\u0131nda s\u0131\u00e7rama y\u00fcksekli\u011finde farkl\u0131 ortalama iyile\u015fmelere yol a\u00e7\u0131p a\u00e7mad\u0131\u011f\u0131n\u0131 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2548","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R - Statorials&#039;de \u00fc\u00e7 y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir?<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, tam bir \u00f6rnek de dahil olmak \u00fczere R&#039;de \u00fc\u00e7 y\u00f6nl\u00fc ANOVA&#039;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.\" \/>\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\/tr\/rde-uc-yollu-anova\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R - 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