{"id":1099,"date":"2023-07-27T16:27:00","date_gmt":"2023-07-27T16:27:00","guid":{"rendered":"https:\/\/statorials.org\/tr\/rde-tekrarlanan-olcumler-anova\/"},"modified":"2023-07-27T16:27:00","modified_gmt":"2023-07-27T16:27:00","slug":"rde-tekrarlanan-olcumler-anova","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rde-tekrarlanan-olcumler-anova\/","title":{"rendered":"R&#39;de tekrarlanan \u00f6l\u00e7\u00fcmler anova nas\u0131l ger\u00e7ekle\u015ftirilir?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/anova-tekrarlanan-olcumler\/\" target=\"_blank\" rel=\"noopener noreferrer\">Tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA,<\/a> her grupta ayn\u0131 deneklerin yer ald\u0131\u011f\u0131 \u00fc\u00e7 veya daha fazla grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p data-slot-rendered-dynamic=\"true\"> <span style=\"color: #000000;\">Bu e\u011fitimde, R&#8217;de tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3 data-slot-rendered-dynamic=\"true\"> <span style=\"color: #000000;\"><strong>\u00d6rnek: R&#8217;de Tekrarlanan \u00d6l\u00e7\u00fcmler ANOVA<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Ara\u015ft\u0131rmac\u0131lar d\u00f6rt farkl\u0131 ilac\u0131n farkl\u0131 reaksiyon s\u00fcrelerine neden olup olmad\u0131\u011f\u0131n\u0131 bilmek istiyorlar. Bunu test etmek i\u00e7in be\u015f hastan\u0131n d\u00f6rt farkl\u0131 ilaca reaksiyon s\u00fcrelerini \u00f6l\u00e7t\u00fcler. Her hasta d\u00f6rt ilac\u0131n her birinde \u00f6l\u00e7\u00fcld\u00fc\u011f\u00fc i\u00e7in, ortalama reaksiyon s\u00fcresinin ila\u00e7lar aras\u0131nda farkl\u0131l\u0131k g\u00f6sterip g\u00f6stermedi\u011fini belirlemek i\u00e7in tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA&#8217;s\u0131n\u0131 kullanaca\u011f\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;de tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 kullan\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 1: Verileri girin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle verilerimizi tutacak bir veri \u00e7er\u00e7evesi olu\u015fturaca\u011f\u0131z:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data<\/span>\ndf &lt;- data.frame(patient= <span style=\"color: #3366ff;\">rep<\/span> (1:5, <span style=\"color: #008000;\">each<\/span> =4),\n                 drug= <span style=\"color: #3366ff;\">rep<\/span> (1:4, <span style=\"color: #008000;\">times<\/span> =5),\n                 response=c(30, 28, 16, 34,\n                            14, 18, 10, 22,\n                            24, 20, 18, 30,\n                            38, 34, 20, 44,\n                            26, 28, 14, 30))\n\n<span style=\"color: #008080;\">#view data<\/span>\ndf\n\n   patient drug response\n1 1 1 30\n2 1 2 28\n3 1 3 16\n4 1 4 34\n5 2 1 14\n6 2 2 18\n7 2 3 10\n8 2 4 22\n9 3 1 24\n10 3 2 20\n11 3 3 18\n12 3 4 30\n13 4 1 38\n14 4 2 34\n15 4 3 20\n16 4 4 44\n17 5 1 26\n18 5 2 28\n19 5 3 14\n20 5 4 30<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra <strong>aov()<\/strong> fonksiyonunu kullanarak tekrarlanan ANOVA \u00f6l\u00e7\u00fcmlerini ger\u00e7ekle\u015ftirece\u011fiz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#fit repeated measures ANOVA model<\/span>\nmodel &lt;- aov(response~ <span style=\"color: #008000;\">factor<\/span> (drug)+ <span style=\"color: #008000;\">Error<\/span> ( <span style=\"color: #008000;\">factor<\/span> (patient)), data = df)\n\n<span style=\"color: #008080;\">#view model summary<\/span>\nsummary(model)\n<\/span>\nError: factor(patient)\n          Df Sum Sq Mean Sq F value Pr(&gt;F)\nResiduals 4 680.8 170.2               \n\nError: Within\n             Df Sum Sq Mean Sq F value Pr(&gt;F)    \nfactor(drug) 3 698.2 232.7 24.76 1.99e-05 ***\nResiduals 12 112.8 9.4                     \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Sonu\u00e7lar\u0131 yorumlay\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Tekrarlanan \u00f6l\u00e7\u00fcm ANOVA&#8217;s\u0131 a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kullan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>S\u0131f\u0131r hipotezi (H <sub>0<\/sub> ):<\/strong> \u00b5 <sub>1<\/sub> = \u00b5 <sub>2<\/sub> = \u00b5 <sub>3<\/sub> (n\u00fcfus ortalamalar\u0131n\u0131n t\u00fcm\u00fc e\u015fittir)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Alternatif hipotez: (Ha):<\/strong> en az bir pop\u00fclasyon ortalamas\u0131 di\u011ferlerinden farkl\u0131d\u0131r<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnekte F testi istatisti\u011fi <strong>24,76&#8217;d\u0131r<\/strong> ve buna kar\u015f\u0131l\u0131k gelen p de\u011feri <strong>1,99e-05&#8217;tir<\/strong> . Bu p de\u011feri 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan s\u0131f\u0131r hipotezini reddediyoruz ve d\u00f6rt ila\u00e7 aras\u0131ndaki ortalama yan\u0131t s\u00fcrelerinde istatistiksel olarak anlaml\u0131 bir fark oldu\u011fu sonucuna var\u0131yoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 4: Sonu\u00e7lar\u0131 rapor edin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Son olarak tekrarlanan \u00f6l\u00e7\u00fcmlerimizin sonu\u00e7lar\u0131n\u0131 ANOVA olarak raporlayaca\u011f\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130\u015fte bunun nas\u0131l yap\u0131laca\u011f\u0131na dair bir \u00f6rnek:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\">D\u00f6rt farkl\u0131 ilac\u0131n tepki s\u00fcresi \u00fczerindeki etkisini incelemek i\u00e7in be\u015f ki\u015fiye tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA uyguland\u0131.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7lar, kullan\u0131lan ila\u00e7 t\u00fcr\u00fcn\u00fcn yan\u0131t s\u00fcresinde istatistiksel olarak anlaml\u0131 farkl\u0131l\u0131klara yol a\u00e7t\u0131\u011f\u0131n\u0131 g\u00f6sterdi (F(3, 12) = 24,76, p &lt; 0,001).<\/span><\/p>\n<\/blockquote>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/anova-tekrarlanan-olcumler\/\">Tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA: tan\u0131m, form\u00fcl ve \u00f6rnek<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/anova-elle-tekrarlanan-olcumler\/\">Tekrarlanan \u00d6l\u00e7\u00fcmlerin Manuel Olarak Ger\u00e7ekle\u015ftirilmesi ANOVA<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tekrarlanan-olcumler-anova-python\/\">Python&#8217;da Tekrarlanan \u00d6l\u00e7\u00fcmler ANOVA Nas\u0131l Ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tekrarlanan-olcumler-anova-excel\/\">Excel&#8217;de Tekrarlanan \u00d6l\u00e7\u00fcmler ANOVA Nas\u0131l Ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tekrarlanan-olcumler-anova-spss\/\">SPSS&#8217;de Tekrarlanan \u00d6l\u00e7\u00fcmler ANOVA Nas\u0131l Ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tekrarlanan-olcumler-anova-durumu\/\">Stata&#8217;da tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA, her grupta ayn\u0131 deneklerin yer ald\u0131\u011f\u0131 \u00fc\u00e7 veya daha fazla grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r. Bu e\u011fitimde, R&#8217;de tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r. \u00d6rnek: R&#8217;de Tekrarlanan \u00d6l\u00e7\u00fcmler ANOVA Ara\u015ft\u0131rmac\u0131lar d\u00f6rt farkl\u0131 ilac\u0131n farkl\u0131 reaksiyon s\u00fcrelerine neden olup olmad\u0131\u011f\u0131n\u0131 bilmek istiyorlar. Bunu [&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-1099","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 - Statorialsde tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir?<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde R&#039;de tekrarlanan \u00f6l\u00e7\u00fcm ANOVA&#039;s\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi bir \u00f6rnekle 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-tekrarlanan-olcumler-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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