{"id":2540,"date":"2023-07-21T20:14:24","date_gmt":"2023-07-21T20:14:24","guid":{"rendered":"https:\/\/statorials.org\/tr\/hava-kilidinde-iki-seritli-anova\/"},"modified":"2023-07-21T20:14:24","modified_gmt":"2023-07-21T20:14:24","slug":"hava-kilidinde-iki-seritli-anova","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/hava-kilidinde-iki-seritli-anova\/","title":{"rendered":"Sas&#39;ta iki y\u00f6nl\u00fc anova nas\u0131l ger\u00e7ekle\u015ftirilir?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/iki-yonlu-anova\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0130ki de\u011fi\u015fkene (bazen &#8220;fakt\u00f6rler&#8221; olarak da adland\u0131r\u0131l\u0131r) atanan \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 iki y\u00f6nl\u00fc ANOVA<\/a> kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde, SAS&#8217;ta iki y\u00f6nl\u00fc ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin ad\u0131m ad\u0131m bir \u00f6rnek sunulmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: Verileri olu\u015fturun<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir botanik\u00e7inin bitki b\u00fcy\u00fcmesinin g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131na maruz kalma ve sulama s\u0131kl\u0131\u011f\u0131ndan etkilenip etkilenmedi\u011fini bilmek istedi\u011fini varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">30 tohum ekiyor ve bir ay boyunca farkl\u0131 g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 ko\u015fullar\u0131nda ve sulama s\u0131kl\u0131\u011f\u0131nda b\u00fcy\u00fcmelerini sa\u011fl\u0131yor. Bir ay sonra her bitkinin y\u00fcksekli\u011fini kaydediyor. Sonu\u00e7lar a\u015fa\u011f\u0131da g\u00f6sterilmektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22562 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas5.jpg\" alt=\"\" width=\"348\" height=\"296\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesini SAS&#8217;ta olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\"><span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> water $sunlight $height;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\ndaily low 6\ndaily low 6\ndaily low 6\ndaily low 5\ndaily low 6\ndaily med 5\ndaily med 5\ndaily med 6\ndaily med 4\ndaily med 5\ndaily high 6\ndaily high 6\ndaily high 7\ndaily high 8\ndaily high 7\nweekly low 3\nweekly low 4\nweekly low 4\nweekly low 4\nweekly low 5\nweekly med 4\nweekly med 4\nweekly med 4\nweekly med 4\nweekly med 4\nweekly high 5\nweekly high 6\nweekly high 6\nweekly high 7\nweekly high 8\n;<\/span>\n<span style=\"color: #800080;\">run<\/span> ;\n<\/span><\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: \u0130ki y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Daha sonra, iki y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in <strong>proc ANOVA&#8217;y\u0131<\/strong> kullanaca\u011f\u0131z:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*perform two-way ANOVA*\/\n<\/span><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc ANOVA<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n<span style=\"color: #3366ff;\">class<\/span> water sunlight;\n<span style=\"color: #3366ff;\">model<\/span> height = water sunlight water*sunlight;\n<span style=\"color: #3366ff;\">means<\/span> water sunlight \/ <span style=\"color: #3366ff;\">tukey<\/span> <span style=\"color: #3366ff;\">cldiff<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>3. Ad\u0131m: Sonu\u00e7lar\u0131 yorumlay\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Sonu\u00e7larda analiz etmek istedi\u011fimiz ilk tablo ANOVA tablosudur:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22563\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas6.jpg\" alt=\"SAS'ta iki y\u00f6nl\u00fc ANOVA\" width=\"466\" height=\"360\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu tablodan \u015funlar\u0131 g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Su i\u00e7in p de\u011feri: <strong>0,0005<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">G\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 i\u00e7in p de\u011feri: <strong>&lt;.0001<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Su ve g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 aras\u0131ndaki etkile\u015fimin p de\u011feri: . <strong>1207<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu bize su ve g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131n\u0131n bitki boyunun istatistiksel olarak anlaml\u0131 belirleyicileri oldu\u011funu ve su ile g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir etkile\u015fim etkisinin olmad\u0131\u011f\u0131n\u0131 s\u00f6yler.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Daha sonra, hangi su ve g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 seviyelerinin istatistiksel olarak anlaml\u0131 derecede farkl\u0131 oldu\u011funu belirlemek i\u00e7in Tukey&#8217;in post-hoc testlerinin sonu\u00e7lar\u0131n\u0131 inceleyebiliriz.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle Tukey&#8217;in su i\u00e7in yapt\u0131\u011f\u0131 post-hoc kar\u015f\u0131la\u015ft\u0131rmalara bakal\u0131m:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22564 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas7.jpg\" alt=\"\" width=\"414\" height=\"351\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7lardan g\u00fcnl\u00fck ve haftal\u0131k olarak sulanan bitkiler aras\u0131ndaki ortalama boy fark\u0131n\u0131n <strong>1,0667<\/strong> in\u00e7 oldu\u011funu g\u00f6rebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ortalama b\u00fcy\u00fckl\u00fckteki fark i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131 <strong>[.5163, 1.6170]&#8217;<\/strong> dir. Bu, g\u00fcnl\u00fck olarak sulanan bitkiler ile haftal\u0131k olarak sulanan bitkiler aras\u0131ndaki ortalama boy fark\u0131n\u0131n 0,5163 in\u00e7 ile 1,6170 in\u00e7 aras\u0131nda oldu\u011fundan %95 emin oldu\u011fumuz anlam\u0131na gelir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle T\u00fcrkiye&#8217;nin g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131na ili\u015fkin post-hoc kar\u015f\u0131la\u015ft\u0131rmalar\u0131na bakaca\u011f\u0131z:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22565 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovasas8.jpg\" alt=\"\" width=\"375\" height=\"403\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Hangi grup ortalamalar\u0131n\u0131n farkl\u0131 oldu\u011funu bulmak i\u00e7in hangi ikili kar\u015f\u0131la\u015ft\u0131rmalar\u0131n yan\u0131nda y\u0131ld\u0131z ( <strong>***<\/strong> ) oldu\u011funa bakmam\u0131z gerekir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tablodan a\u015fa\u011f\u0131daki gruplar\u0131n ortalamalar\u0131n\u0131n istatistiksel olarak anlaml\u0131 derecede farkl\u0131 oldu\u011funu g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Y\u00fcksek g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 veya az g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 (%95 GA = [.8844, 2.5156])<\/span><\/li>\n<li> <span style=\"color: #000000;\">Y\u00fcksek g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 veya orta g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131 (%95 GA = [1,2844, 2,9156])<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 4: Sonu\u00e7lar\u0131 Rapor Edin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Son olarak iki y\u00f6nl\u00fc ANOVA&#8217;n\u0131n <a href=\"https:\/\/statorials.org\/tr\/cift-yonlu-anova-sonuclari-nasil-raporlanir\/\" target=\"_blank\" rel=\"noopener\">sonu\u00e7lar\u0131n\u0131 rapor<\/a> edebiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\">Sulama s\u0131kl\u0131\u011f\u0131n\u0131n ve g\u00fcne\u015fe maruz kalman\u0131n bitki b\u00fcy\u00fcmesi \u00fczerindeki etkisini analiz etmek i\u00e7in iki y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirildi.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130ki y\u00f6nl\u00fc ANOVA, sulama s\u0131kl\u0131\u011f\u0131 ile g\u00fcne\u015fe maruz kalman\u0131n etkileri aras\u0131nda istatistiksel olarak anlaml\u0131 bir etkile\u015fim olmad\u0131\u011f\u0131n\u0131 ortaya \u00e7\u0131kard\u0131 (p = 0,1207).<\/span><\/p>\n<p> <span style=\"color: #000000;\">Basit bir el etkisi analizi, sulama s\u0131kl\u0131\u011f\u0131n\u0131n bitki b\u00fcy\u00fcmesi \u00fczerinde istatistiksel olarak anlaml\u0131 bir etkiye sahip oldu\u011funu g\u00f6sterdi (p = 0,0005).<\/span><\/p>\n<p> <span style=\"color: #000000;\">Basit bir el etkisi analizi, g\u00fcne\u015fe maruz kalman\u0131n bitki b\u00fcy\u00fcmesi \u00fczerinde de istatistiksel olarak anlaml\u0131 bir etkiye sahip oldu\u011funu g\u00f6sterdi (p &lt; 0,0001).<\/span><\/p>\n<\/blockquote>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimler iki y\u00f6nl\u00fc ANOVA&#8217;lar hakk\u0131nda ek bilgi sa\u011flar:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/iki-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">\u0130ki Y\u00f6nl\u00fc ANOVA&#8217;ya Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-ve-cift-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">Tek y\u00f6nl\u00fc veya iki y\u00f6nl\u00fc ANOVA: ne zaman kullan\u0131lmal\u0131?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/elle-cift-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">\u0130ki Y\u00f6nl\u00fc ANOVA&#8217;n\u0131n Manuel Olarak Ger\u00e7ekle\u015ftirilmesi<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130ki de\u011fi\u015fkene (bazen &#8220;fakt\u00f6rler&#8221; olarak da adland\u0131r\u0131l\u0131r) atanan \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 iki y\u00f6nl\u00fc ANOVA kullan\u0131l\u0131r. Bu e\u011fitimde, SAS&#8217;ta iki y\u00f6nl\u00fc ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin ad\u0131m ad\u0131m bir \u00f6rnek sunulmaktad\u0131r. 1. Ad\u0131m: Verileri olu\u015fturun Bir botanik\u00e7inin bitki b\u00fcy\u00fcmesinin g\u00fcne\u015f \u0131\u015f\u0131\u011f\u0131na maruz kalma [&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-2540","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>SAS&#039;ta iki y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, ad\u0131m ad\u0131m bir \u00f6rnek de dahil olmak \u00fczere SAS&#039;ta iki 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\/hava-kilidinde-iki-seritli-anova\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS&#039;ta iki y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir - 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