{"id":811,"date":"2023-07-28T16:33:51","date_gmt":"2023-07-28T16:33:51","guid":{"rendered":"https:\/\/statorials.org\/tr\/tek-yonlu-anova-spss\/"},"modified":"2023-07-28T16:33:51","modified_gmt":"2023-07-28T16:33:51","slug":"tek-yonlu-anova-spss","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/tek-yonlu-anova-spss\/","title":{"rendered":"Spss&#39;de tek y\u00f6nl\u00fc anova nas\u0131l ger\u00e7ekle\u015ftirilir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u00dc\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 <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">tek y\u00f6nl\u00fc ANOVA<\/a> kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu t\u00fcr testlere tek y\u00f6nl\u00fc ANOVA denir \u00e7\u00fcnk\u00fc <strong>bir<\/strong> yorday\u0131c\u0131 de\u011fi\u015fkenin bir yan\u0131t de\u011fi\u015fkeni \u00fczerindeki etkisini analiz ederiz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunun yerine <strong>iki<\/strong> \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fkenin bir yan\u0131t de\u011fi\u015fkeni \u00fczerindeki etkisiyle ilgilenseydik, <a href=\"https:\/\/statorials.org\/tr\/iki-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">iki y\u00f6nl\u00fc bir ANOVA<\/a> ger\u00e7ekle\u015ftirebilirdik.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde SPSS&#8217;de tek y\u00f6nl\u00fc ANOVA&#8217;n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: SPSS&#8217;de Tek Y\u00f6nl\u00fc ANOVA<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir ara\u015ft\u0131rmac\u0131n\u0131n bir \u00e7al\u0131\u015fmaya kat\u0131lmak \u00fczere 30 \u00f6\u011frenciyi i\u015fe ald\u0131\u011f\u0131n\u0131 varsayal\u0131m. \u00d6\u011frenciler bir sonraki ay s\u0131nava haz\u0131rlanmak i\u00e7in \u00fc\u00e7 \u00e7al\u0131\u015fma tekni\u011finden birini kullanmak \u00fczere rastgele atan\u0131r. Ay sonunda t\u00fcm \u00f6\u011frenciler ayn\u0131 s\u0131nava girerler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6\u011frenci test sonu\u00e7lar\u0131 a\u015fa\u011f\u0131da g\u00f6sterilmektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8946 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss1-1.png\" alt=\"\" width=\"308\" height=\"587\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Ortalama puanlar\u0131n \u00fc\u00e7 grup aras\u0131nda ayn\u0131 olup olmad\u0131\u011f\u0131n\u0131 belirlemek amac\u0131yla tek y\u00f6nl\u00fc bir ANOVA 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 g\u00f6rselle\u015ftirin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130lk olarak, \u00fc\u00e7 \u00e7al\u0131\u015fma tekni\u011finin her biri i\u00e7in test puanlar\u0131n\u0131n da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6rselle\u015ftirmek amac\u0131yla <a href=\"https:\/\/statorials.org\/tr\/kutu-biyiklari\/\" target=\"_blank\" rel=\"noopener\">kutu grafikleri<\/a> olu\u015fturaca\u011f\u0131z. <strong>Grafikler<\/strong> sekmesini ve ard\u0131ndan <strong>Grafik Olu\u015fturucu&#8217;yu<\/strong> t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8948 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss2.png\" alt=\"\" width=\"444\" height=\"237\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u015euradan se\u00e7: penceresinde<\/strong> <strong>Kutu grafi\u011fi&#8217;ni<\/strong> se\u00e7in. Daha sonra <strong>Basit kutu grafi\u011fi<\/strong> etiketli ilk grafi\u011fi ana d\u00fczenleme penceresine s\u00fcr\u00fckleyin. <strong>Teknik<\/strong> de\u011fi\u015fkeni x eksenine ve <strong>puan\u0131<\/strong> da y eksenine s\u00fcr\u00fckleyin.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra <strong>Eleman \u00d6zellikleri&#8217;ni<\/strong> ve ard\u0131ndan <strong>Y1 Ekseni&#8217;ni<\/strong> t\u0131klay\u0131n. <strong>Minimum<\/strong> de\u011feri 60 olarak de\u011fi\u015ftirin. Ard\u0131ndan <strong>Tamam&#8217;a<\/strong> t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8949 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss3.png\" alt=\"\" width=\"665\" height=\"465\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kutu grafikleri g\u00f6r\u00fcnecektir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8950 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss4.png\" alt=\"\" width=\"502\" height=\"340\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Test puanlar\u0131n\u0131n da\u011f\u0131l\u0131m\u0131n\u0131n, Teknik 2&#8217;yi kullanan \u00f6\u011frenciler i\u00e7in, Teknik 1 ve 3&#8217;\u00fc kullanan \u00f6\u011frencilere g\u00f6re daha y\u00fcksek olma e\u011filiminde oldu\u011funu g\u00f6rebiliriz. Bu puan farkl\u0131l\u0131klar\u0131n\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>Ad\u0131m 2: Tek y\u00f6nl\u00fc ANOVA ger\u00e7ekle\u015ftirin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Analiz<\/strong> sekmesine, ard\u0131ndan <strong>Ortalamalar\u0131 Kar\u015f\u0131la\u015ft\u0131r&#8217;a<\/strong> ve ard\u0131ndan <strong>Tek Y\u00f6nl\u00fc ANOVA&#8217;ya<\/strong> t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-8951 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss5.png\" alt=\"\" width=\"556\" height=\"361\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A\u00e7\u0131lan yeni pencerede, de\u011fi\u015fken <strong>puan\u0131n\u0131<\/strong> Ba\u011f\u0131ml\u0131 Liste etiketli kutuya ve de\u011fi\u015fken <strong>tekni\u011fini<\/strong> Fakt\u00f6r etiketli kutuya yerle\u015ftirin.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-8952 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss6.png\" alt=\"\" width=\"413\" height=\"245\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Ard\u0131ndan <strong>Post Hoc&#8217;a<\/strong> t\u0131klay\u0131n ve <strong>Tukey&#8217;in<\/strong> yan\u0131ndaki kutuyu i\u015faretleyin. Daha sonra <strong>Devam&#8217;\u0131<\/strong> t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-8953 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss7.png\" alt=\"\" width=\"398\" height=\"261\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Ard\u0131ndan <strong>Se\u00e7enekler&#8217;i<\/strong> t\u0131klay\u0131n ve <strong>A\u00e7\u0131klay\u0131c\u0131&#8217;n\u0131n<\/strong> yan\u0131ndaki kutuyu i\u015faretleyin. Daha sonra <strong>Devam&#8217;\u0131<\/strong> t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-8954 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss8.png\" alt=\"\" width=\"205\" height=\"267\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Son olarak <strong>Tamam&#8217;\u0131<\/strong> t\u0131klay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Sonucu yorumlay\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Tamam&#8217;a<\/strong> t\u0131klad\u0131\u011f\u0131n\u0131zda tek y\u00f6nl\u00fc ANOVA sonu\u00e7lar\u0131 g\u00f6r\u00fcnecektir. Sonucun nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Tablo a\u00e7\u0131klamas\u0131<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu tablo, veri setimizdeki \u00fc\u00e7 grubun her biri i\u00e7in tan\u0131mlay\u0131c\u0131 istatistikleri g\u00f6r\u00fcnt\u00fcler.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-8955 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss9.png\" alt=\"\" width=\"600\" height=\"187\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">En alakal\u0131 rakamlar \u015funlar\u0131 i\u00e7erir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>N:<\/strong> Her gruptaki \u00f6\u011frenci say\u0131s\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Ortalama:<\/strong> Her grup i\u00e7in ortalama test puan\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Standart. Sapma:<\/strong> Her grup i\u00e7in test sonu\u00e7lar\u0131n\u0131n standart sapmas\u0131.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>ANOVA tablosu<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu tablo tek y\u00f6nl\u00fc ANOVA&#8217;n\u0131n sonu\u00e7lar\u0131n\u0131 g\u00f6r\u00fcnt\u00fcler:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8956 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss10.png\" alt=\"SPSS'deki ANOVA \u00e7\u0131kt\u0131 tablosu\" width=\"512\" height=\"158\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">En alakal\u0131 rakamlar \u015funlar\u0131 i\u00e7erir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>F:<\/strong> Genel F istatisti\u011fi.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Sig:<\/strong> Pay df (2) ve payda df (27) ile F istatisti\u011fine (4,545) kar\u015f\u0131l\u0131k gelen p de\u011feri. Bu durumda p de\u011feri <strong>0,020<\/strong> olur.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Tek y\u00f6nl\u00fc bir ANOVA&#8217;n\u0131n a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kulland\u0131\u011f\u0131n\u0131 hat\u0131rlay\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> (s\u0131f\u0131r hipotezi):<\/strong> \u03bc <sub>1<\/sub> = \u03bc <sub>2<\/sub> = \u03bc <sub>3<\/sub> = \u2026 = \u03bc <sub>k<\/sub> (t\u00fcm pop\u00fclasyon ortalamalar\u0131 e\u015fittir)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> (alternatif hipotez):<\/strong> en az bir pop\u00fclasyon ortalamas\u0131 farkl\u0131d\u0131r <sub>&nbsp;<\/sub> dinlenmek<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">ANOVA tablosunun p de\u011feri 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan, s\u0131f\u0131r hipotezini reddetmek ve grup ortalamalar\u0131ndan en az birinin di\u011ferlerinden farkl\u0131 oldu\u011fu sonucuna varmak i\u00e7in yeterli kan\u0131t\u0131m\u0131z var.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Hangi grup ortalamalar\u0131n\u0131n birbirinden farkl\u0131 oldu\u011funu tam olarak bilmek i\u00e7in ANOVA sonucunun son tablosuna bakabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u00c7oklu kar\u015f\u0131la\u015ft\u0131rma tablosu<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu tablo, Tukey&#8217;in \u00fc\u00e7 grubun her biri aras\u0131ndaki post-hoc \u00e7oklu kar\u015f\u0131la\u015ft\u0131rmalar\u0131n\u0131 g\u00f6sterir. Biz esas olarak <strong>Sig ile ilgileniyoruz.<\/strong> Her grup aras\u0131ndaki ortalama farklar i\u00e7in p de\u011ferlerini g\u00f6r\u00fcnt\u00fcleyen s\u00fctun:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8957 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anovaspss11.png\" alt=\"SPSS'de Tukey \u00c7oklu Kar\u015f\u0131la\u015ft\u0131rmalar\u0131\" width=\"566\" height=\"263\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Tabloda a\u015fa\u011f\u0131daki kar\u015f\u0131la\u015ft\u0131rmalar i\u00e7in p de\u011ferlerini g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Teknik 1&#8217;e kar\u015f\u0131 2: | p-de\u011feri = <strong>0,024<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Teknik 1&#8217;e kar\u015f\u0131 3 | p-de\u011feri = <strong>0,883<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Teknik 2&#8217;ye kar\u015f\u0131 3 | p-de\u011feri = <strong>0,067<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">P de\u011feri 0,05&#8217;in alt\u0131nda olan tek grup kar\u015f\u0131la\u015ft\u0131rmas\u0131 Teknik 1 ile Teknik 2 aras\u0131ndad\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu bize, Teknik 1&#8217;i kullanan \u00f6\u011frenciler ile Teknik 2&#8217;yi kullanan \u00f6\u011frenciler aras\u0131nda ortalama test puanlar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark oldu\u011funu g\u00f6stermektedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ancak teknik 1 ile 3 aras\u0131nda veya teknik 2 ile 3 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark yoktur.<\/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 tek y\u00f6nl\u00fc ANOVA sonu\u00e7lar\u0131n\u0131 raporlayabiliriz. \u0130\u015fte bunun nas\u0131l yap\u0131laca\u011f\u0131na dair bir \u00f6rnek:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\">\u00dc\u00e7 farkl\u0131 \u00e7al\u0131\u015fma tekni\u011finin farkl\u0131 test sonu\u00e7lar\u0131na yol a\u00e7\u0131p a\u00e7mad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in tek y\u00f6nl\u00fc bir ANOVA yap\u0131ld\u0131.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Toplam 10 \u00f6\u011frenci ayn\u0131 teste girmeden \u00f6nce bir ay boyunca \u00fc\u00e7 \u00e7al\u0131\u015fma tekni\u011finin her birini kulland\u0131.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tek y\u00f6nl\u00fc ANOVA, en az iki grup aras\u0131nda test puanlar\u0131nda istatistiksel olarak anlaml\u0131 bir fark oldu\u011funu ortaya \u00e7\u0131kard\u0131 (F(2, 27) = 4,545, p = 0,020).<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tukey&#8217;in \u00e7oklu kar\u015f\u0131la\u015ft\u0131rma testi, Teknik 1 ve Teknik 2&#8217;yi kullanan \u00f6\u011frenciler aras\u0131nda ortalama test puanlar\u0131n\u0131n anlaml\u0131 d\u00fczeyde farkl\u0131 oldu\u011funu ortaya \u00e7\u0131kard\u0131 (p = 0,024, %95 GA = [-14,48, -0,92]).<\/span><\/p>\n<p> <span style=\"color: #000000;\">Teknik 1 ve 3 puanlar\u0131 aras\u0131nda (p = 0,883) veya teknik 2 ve 3 puanlar\u0131 aras\u0131nda (p = 0,067) istatistiksel olarak anlaml\u0131 bir fark yoktu.<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u00dc\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 tek y\u00f6nl\u00fc ANOVA kullan\u0131l\u0131r. Bu t\u00fcr testlere tek y\u00f6nl\u00fc ANOVA denir \u00e7\u00fcnk\u00fc bir yorday\u0131c\u0131 de\u011fi\u015fkenin bir yan\u0131t de\u011fi\u015fkeni \u00fczerindeki etkisini analiz ederiz. Bunun yerine iki \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fkenin bir yan\u0131t de\u011fi\u015fkeni \u00fczerindeki etkisiyle ilgilenseydik, iki y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirebilirdik. [&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-811","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>SPSS&#039;de Tek Y\u00f6nl\u00fc ANOVA Nas\u0131l Ger\u00e7ekle\u015ftirilir - Statorials<\/title>\n<meta name=\"description\" content=\"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere SPSS&#039;de tek y\u00f6nl\u00fc ANOVA&#039;n\u0131n 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\/tek-yonlu-anova-spss\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SPSS&#039;de Tek Y\u00f6nl\u00fc ANOVA Nas\u0131l Ger\u00e7ekle\u015ftirilir - 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