{"id":1044,"date":"2023-07-27T21:10:05","date_gmt":"2023-07-27T21:10:05","guid":{"rendered":"https:\/\/statorials.org\/tr\/dunnetts-testi-r\/"},"modified":"2023-07-27T21:10:05","modified_gmt":"2023-07-27T21:10:05","slug":"dunnetts-testi-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/dunnetts-testi-r\/","title":{"rendered":"R&#39;de dunnett testi nas\u0131l yap\u0131l\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/post-hoc-anova-testleri\/\" target=\"_blank\" rel=\"noopener noreferrer\">Post hoc testi,<\/a> hangi grup ortalamalar\u0131n\u0131n birbirinden istatistiksel olarak \u00f6nemli \u00f6l\u00e7\u00fcde farkl\u0131 oldu\u011funu belirlemek i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">ANOVA&#8217;n\u0131n<\/a> ard\u0131ndan ger\u00e7ekle\u015ftirilen bir test t\u00fcr\u00fcd\u00fcr.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00c7al\u0131\u015fma gruplar\u0131ndan biri <em>kontrol grubu<\/em> olarak kabul edilirse post-hoc test olarak <a href=\"https:\/\/statorials.org\/tr\/dunnett-testi\/\" target=\"_blank\" rel=\"noopener noreferrer\">Dunnett testini<\/a> kullanmal\u0131y\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde R&#8217;de Dunnett testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: R&#8217;de Dunnett testi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir \u00f6\u011fretmenin, iki yeni \u00e7al\u0131\u015fma tekni\u011finin \u00f6\u011frencilerinin s\u0131nav puanlar\u0131n\u0131 iyile\u015ftirme potansiyeline sahip olup olmad\u0131\u011f\u0131n\u0131 bilmek istedi\u011fini varsayal\u0131m. Bunu test etmek i\u00e7in 30 \u00f6\u011frenciden olu\u015fan s\u0131n\u0131f\u0131n\u0131 rastgele a\u015fa\u011f\u0131daki \u00fc\u00e7 gruba ay\u0131r\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Kontrol grubu: 10 \u00f6\u011frenci<\/span><\/li>\n<li> <span style=\"color: #000000;\">Yeni teknik \u00e7al\u0131\u015fma 1: 10 \u00f6\u011frenci<\/span><\/li>\n<li> <span style=\"color: #000000;\">Yeni teknik \u00e7al\u0131\u015fma 2: 10 \u00f6\u011frenci<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bir hafta kendilerine verilen \u00e7al\u0131\u015fma tekni\u011fini kulland\u0131ktan sonra her \u00f6\u011frenci ayn\u0131 s\u0131nava girer.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir veri seti olu\u015fturmak, grup ortalamalar\u0131n\u0131 g\u00f6rselle\u015ftirmek, tek y\u00f6nl\u00fc ANOVA ger\u00e7ekle\u015ftirmek ve son olarak hangi yeni \u00e7al\u0131\u015fma tekni\u011finin (varsa) kontrol grubuna k\u0131yasla farkl\u0131 sonu\u00e7lar \u00fcretti\u011fini belirlemek i\u00e7in Dunnett testini ger\u00e7ekle\u015ftirmek i\u00e7in R&#8217;de a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 kullanabiliriz. .<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Ad\u0131m 1: Veri k\u00fcmesini olu\u015fturun.<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, 30 \u00f6\u011frencinin tamam\u0131n\u0131n s\u0131nav sonu\u00e7lar\u0131n\u0131 i\u00e7eren bir veri k\u00fcmesinin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndata &lt;- data.frame(technique = <span style=\"color: #3366ff;\">rep<\/span> (c(\"control\", \"new1\", \"new2\"), <span style=\"color: #3366ff;\">each<\/span> = <span style=\"color: #008000;\">10<\/span> ),\n                   score = c(76, 77, 77, 81, 82, 82, 83, 84, 85, 89,\n                             81, 82, 83, 83, 83, 84, 87, 90, 92, 93,\n                             77, 78, 79, 88, 89, 90, 91, 95, 95, 98))\n\n<span style=\"color: #008080;\">#view first six rows of data frame<\/span>\nhead(data)\n\n  technical score\n1 control 76\n2 controls 77\n3 controls 77\n4 controls 81\n5 controls 82\n6 controls 82\n<\/strong><\/pre>\n<p> <strong><span style=\"color: #000000;\">Ad\u0131m 2: Her grubun s\u0131nav sonu\u00e7lar\u0131n\u0131 g\u00f6r\u00fcnt\u00fcleyin.<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, her grup i\u00e7in s\u0131nav sonu\u00e7lar\u0131n\u0131n da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6rselle\u015ftirmek amac\u0131yla kutu grafiklerinin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>boxplot(score ~ technique,\n        data = data,\n        main = \"Exam Scores by Studying Technique\",\n        xlab = \"Studying Technique\",\n        ylab = \"Exam Scores\",\n        col = \"steelblue\",\n        border = \"black\")\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10788 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dunnettsr.png\" alt=\"\" width=\"378\" height=\"369\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Sadece kutu grafiklerinden s\u0131nav puanlar\u0131n\u0131n da\u011f\u0131l\u0131m\u0131n\u0131n her \u00e7al\u0131\u015fma tekni\u011fi i\u00e7in \u00e7ok farkl\u0131 oldu\u011funu g\u00f6rebiliriz. Daha sonra bu farkl\u0131l\u0131klar\u0131n istatistiksel olarak anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in tek y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirece\u011fiz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/coklu-kutu-grafikleri-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de Tek Bir Grafikte \u00c7oklu Kutu Grafi\u011fi Nas\u0131l \u00c7izilir<\/a><\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Ad\u0131m 3: Tek y\u00f6nl\u00fc ANOVA ger\u00e7ekle\u015ftirin.<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, her gruptaki ortalama s\u0131nav puanlar\u0131 aras\u0131ndaki farklar\u0131 test etmek i\u00e7in tek y\u00f6nl\u00fc ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#fit the one-way ANOVA model<\/span>\nmodel &lt;- aov(score ~ technique, data = data)\n\n<span style=\"color: #008080;\">#view model output\n<\/span>summary(model)\n\n            Df Sum Sq Mean Sq F value Pr(&gt;F)  \ntechnical 2 211.5 105.73 3.415 0.0476 *\nResiduals 27 836.0 30.96                 \n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Genel p de\u011feri ( <strong>0,0476<\/strong> ) 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan bu durum her grubun ayn\u0131 ortalama s\u0131nav puan\u0131na sahip olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir. Daha sonra, hangi \u00e7al\u0131\u015fma tekni\u011finin kontrol grubununkinden farkl\u0131 ortalama s\u0131nav puanlar\u0131 \u00fcretti\u011fini belirlemek i\u00e7in Dunnett testini uygulayaca\u011f\u0131z.<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Ad\u0131m 4: Dunnett testini ger\u00e7ekle\u015ftirin.<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;de Dunnett testini ger\u00e7ekle\u015ftirmek i\u00e7in <strong>DescTools<\/strong> k\u00fct\u00fcphanesindeki a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan <strong>DunnettTest()<\/strong> fonksiyonunu kullanabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>Dunnett testi(x, g)<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> veri de\u011ferlerinin say\u0131sal bir vekt\u00f6r\u00fc (\u00f6rne\u011fin s\u0131nav sonu\u00e7lar\u0131)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>g:<\/strong> Gruplar\u0131n adlar\u0131n\u0131 belirten bir vekt\u00f6r (\u00f6rn. \u00e7al\u0131\u015fma tekni\u011fi)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, \u00f6rne\u011fimiz i\u00e7in bu i\u015flevin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load DescTools library<\/span>\nlibrary(DescTools)\n\n<span style=\"color: #008080;\">#perform Dunnett's Test\n<\/span>DunnettTest(x=data$score, g=data$technique)\n\n  Dunnett's test for comparing several treatments with a control:  \n    95% family-wise confidence level\n\n$control\n             diff lwr.ci upr.ci pval    \nnew1-control 4.2 -1.6071876 10.00719 0.1787    \nnew2-control 6.4 0.5928124 12.20719 0.0296 *  \n\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1' '1.' 0.1 ' ' 1<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonucun yorumlanma \u015fekli \u015fu \u015fekildedir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Yeni \u00e7al\u0131\u015fma tekni\u011fi 1 ile kontrol grubu aras\u0131ndaki s\u0131nav puanlar\u0131 aras\u0131ndaki ortalama fark <strong>4,2&#8217;dir.<\/strong> Kar\u015f\u0131l\u0131k gelen p de\u011feri <strong>0,1787&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Yeni \u00e7al\u0131\u015fma tekni\u011fi 2 ile kontrol grubu aras\u0131ndaki s\u0131nav puanlar\u0131 aras\u0131ndaki ortalama fark <strong>6,4&#8217;t\u00fcr.<\/strong> Kar\u015f\u0131l\u0131k gelen p de\u011feri <strong>0,0296&#8217;d\u0131r<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Sonu\u00e7lara g\u00f6re, Teknik 2&#8217;nin \u00e7al\u0131\u015f\u0131lmas\u0131n\u0131n, kontrol grubundan \u00f6nemli \u00f6l\u00e7\u00fcde farkl\u0131 (p = 0,0296) ortalama s\u0131nav puanlar\u0131 \u00fcreten tek teknik oldu\u011funu g\u00f6rebiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova\/\" target=\"_blank\" rel=\"noopener noreferrer\">Tek Y\u00f6nl\u00fc ANOVA&#8217;ya Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de tek y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tukey-testi-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de Tukey testi nas\u0131l yap\u0131l\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Post hoc testi, hangi grup ortalamalar\u0131n\u0131n birbirinden istatistiksel olarak \u00f6nemli \u00f6l\u00e7\u00fcde farkl\u0131 oldu\u011funu belirlemek i\u00e7in ANOVA&#8217;n\u0131n ard\u0131ndan ger\u00e7ekle\u015ftirilen bir test t\u00fcr\u00fcd\u00fcr. \u00c7al\u0131\u015fma gruplar\u0131ndan biri kontrol grubu olarak kabul edilirse post-hoc test olarak Dunnett testini kullanmal\u0131y\u0131z. Bu e\u011fitimde R&#8217;de Dunnett testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r. \u00d6rnek: R&#8217;de Dunnett testi Bir \u00f6\u011fretmenin, iki yeni \u00e7al\u0131\u015fma tekni\u011finin \u00f6\u011frencilerinin s\u0131nav [&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-1044","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 Dunnett testi nas\u0131l yap\u0131l\u0131r?<\/title>\n<meta name=\"description\" content=\"Bir \u00f6rnekle, R&#039;de Dunnett testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin basit bir a\u00e7\u0131klama.\" \/>\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\/dunnetts-testi-r\/\" \/>\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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