{"id":608,"date":"2023-07-29T08:37:00","date_gmt":"2023-07-29T08:37:00","guid":{"rendered":"https:\/\/statorials.org\/tr\/tekrarlanan-olcumler-anova-durumu\/"},"modified":"2023-07-29T08:37:00","modified_gmt":"2023-07-29T08:37:00","slug":"tekrarlanan-olcumler-anova-durumu","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/tekrarlanan-olcumler-anova-durumu\/","title":{"rendered":"Stata'da tekrarlanan \u00f6l\u00e7\u00fcmler anova nas\u0131l ger\u00e7ekle\u015ftirilir"},"content":{"rendered":"

<\/p>\n

\n

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

\u0130ki \u00f6zel durumda tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA’s\u0131n\u0131 kullan\u0131r\u0131z:<\/span><\/p>\n

1. \u00dc\u00e7 veya daha fazla zaman noktas\u0131nda deneklerin ortalama puanlar\u0131n\u0131 \u00f6l\u00e7\u00fcn.<\/strong> \u00d6rne\u011fin, ortalama dinlenme kalp at\u0131\u015f h\u0131zlar\u0131nda \u00f6nemli bir fark olup olmad\u0131\u011f\u0131n\u0131 g\u00f6rmek i\u00e7in deneklerin dinlenme kalp at\u0131\u015f h\u0131zlar\u0131n\u0131 bir antrenman program\u0131na ba\u015flamadan bir ay \u00f6nce, antrenman program\u0131n\u0131n ortas\u0131nda ve antrenman program\u0131ndan bir ay sonra \u00f6l\u00e7mek isteyebilirsiniz. Bu \u00fc\u00e7 zaman noktas\u0131ndaki oranlar.<\/span> <\/p>\n

\"Tek
Ayn\u0131 konular\u0131n tekrar tekrar nas\u0131l g\u00f6r\u00fcnd\u00fc\u011f\u00fcne dikkat edin. Ayn\u0131 denekleri tekrar tekrar<\/em> \u00f6l\u00e7t\u00fc\u011f\u00fcm\u00fcz i\u00e7in tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcm ANOVA’s\u0131n\u0131 kulland\u0131k.<\/span><\/p>\n

2. \u00dc\u00e7 farkl\u0131 durumda deneklerin ortalama puanlar\u0131n\u0131 \u00f6l\u00e7\u00fcn.<\/strong> \u00d6rne\u011fin deneklerden \u00fc\u00e7 farkl\u0131 film izlemelerini ve her birini filmi ne kadar sevdiklerine g\u00f6re derecelendirmelerini isteyebilirsiniz.<\/span><\/p>\n

\"\u00d6rnek<\/span>
Yine her grupta ayn\u0131 denekler g\u00f6r\u00fcn\u00fcyor, bu nedenle bu \u00fc\u00e7 ko\u015ful aras\u0131ndaki ortalama fark\u0131 test etmek i\u00e7in tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA’y\u0131 kullanmal\u0131y\u0131z.<\/span><\/p>\n

Bu e\u011fitimde Stata’da tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcm ANOVA’s\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n

\u00d6rnek: Stata’da Tekrarlanan \u00d6l\u00e7\u00fcmler ANOVA<\/strong><\/span><\/h2>\n

Ara\u015ft\u0131rmac\u0131lar d\u00f6rt farkl\u0131 ila\u00e7 alan be\u015f hastan\u0131n tepki s\u00fcresini \u00f6l\u00e7\u00fcyor. 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’s\u0131n\u0131 kullanaca\u011f\u0131z.<\/span><\/p>\n

Stata’da tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA’y\u0131 ger\u00e7ekle\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 tamamlay\u0131n.<\/span><\/p>\n

Ad\u0131m 1: Verileri y\u00fckleyin.<\/strong><\/span><\/p>\n

\u0130lk olarak, komut kutusuna https:\/\/www.stata-press.com\/data\/r14\/t43 komutunu<\/strong> yaz\u0131p Enter’a t\u0131klayarak verileri y\u00fckleyin.<\/span> <\/p>\n

\"Stata'ya<\/p>\n

Ad\u0131m<\/strong> 2: Ham verileri g\u00f6r\u00fcnt\u00fcleyin.<\/strong><\/span><\/p>\n

Tekrarlanan \u00f6l\u00e7\u00fcm ANOVA’s\u0131n\u0131 ger\u00e7ekle\u015ftirmeden \u00f6nce ilk olarak ham verilere bakal\u0131m. \u00dcst men\u00fc \u00e7ubu\u011fundan Veri > Veri D\u00fczenleyici > Veri D\u00fczenleyici (G\u00f6zat)<\/strong> se\u00e7ene\u011fine gidin. Bu bize 5 hastan\u0131n her birinin d\u00f6rt ilac\u0131n her birine verdi\u011fi yan\u0131t s\u00fcrelerini g\u00f6sterecektir:<\/span> <\/p>\n

\"Stata<\/p>\n

Ad\u0131m 3: Tekrarlanan \u00f6l\u00e7\u00fcm ANOVA’s\u0131n\u0131 ger\u00e7ekle\u015ftirin.<\/strong><\/span><\/p>\n

\u00dcst men\u00fc \u00e7ubu\u011fundan \u0130statistikler > Do\u011frusal ve \u0130lgili Modeller > ANOVA\/MANOVA > Varyans ve Kovaryans Analizi<\/strong> se\u00e7ene\u011fine gidin.<\/span><\/p>\n

Ba\u011f\u0131ml\u0131 de\u011fi\u015fken i\u00e7in puan\u0131<\/em> se\u00e7in. Model i\u00e7in iki a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken olarak ki\u015fiyi<\/em> ve ilac\u0131<\/em> se\u00e7in. Tekrarlanan \u00d6l\u00e7\u00fcm De\u011fi\u015fkenleri yazan kutuyu i\u015faretleyin ve tekrarlayan de\u011fi\u015fken olarak ilac\u0131<\/em> se\u00e7in. Her \u015feyi oldu\u011fu gibi b\u0131rak\u0131n ve Tamam’\u0131<\/em> t\u0131klay\u0131n.<\/span> <\/p>\n

\"Stata'da<\/p>\n

Bu, tekrarlanan \u00f6l\u00e7\u00fcmlerin ANOVA sonu\u00e7lar\u0131n\u0131 g\u00f6steren a\u015fa\u011f\u0131daki iki tabloyu otomatik olarak \u00fcretecektir:<\/span> <\/p>\n

\"Stata'da<\/p>\n

\u0130lk tabloda ila\u00e7<\/em> de\u011fi\u015fkeni i\u00e7in F de\u011feri<\/strong> ve p de\u011feri<\/strong> (Prob>F olarak g\u00f6sterilen) ile ilgileniyoruz. F = 24,76 ve p de\u011ferinin 0,000 oldu\u011funa dikkat edin. Bu durum d\u00f6rt ilac\u0131n ortalama puanlar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark oldu\u011funu g\u00f6stermektedir.<\/span><\/p>\n

\u0130kinci tablo yaln\u0131zca k\u00fcresellik varsay\u0131m\u0131n\u0131n ihlal edildi\u011finden \u015f\u00fcpheleniyorsak kullan\u0131lmal\u0131d\u0131r. Bu, t\u00fcm ikili grup kombinasyonlar\u0131 aras\u0131ndaki farklar\u0131n varyanslar\u0131n\u0131n e\u015fit olmas\u0131 gerekti\u011fi varsay\u0131m\u0131d\u0131r. Bu varsay\u0131m\u0131n ihlal edildi\u011fine inan\u0131rsak \u00fc\u00e7 d\u00fczeltme fakt\u00f6r\u00fcnden birini kullanabiliriz: Hunyh-Feldt epsilon, Greenhouse-Geisser epsilon veya muhafazakar Box epsilon.<\/span><\/p>\n

\u0130la\u00e7<\/em> de\u011fi\u015fkeninin p de\u011feri bu \u00fc\u00e7 d\u00fczeltme fakt\u00f6r\u00fcn\u00fcn her biri i\u00e7in g\u00f6sterilir:<\/span><\/p>\n

    \n
  • Hunyh-Feldt (HF) p-de\u011feri = 0,000<\/span><\/li>\n
  • Sera-Geisser (GG) p-de\u011feri = 0,0006<\/span><\/li>\n
  • Kutunun ihtiyatl\u0131 p de\u011feri (Kutu) = 0,0076<\/span><\/li>\n<\/ul>\n

    P de\u011ferlerinin her birinin 0,05’ten k\u00fc\u00e7\u00fck oldu\u011funa dikkat edin; dolay\u0131s\u0131yla, hangi d\u00fczeltme fakt\u00f6r\u00fcn\u00fc kullan\u0131rsak kullanal\u0131m, d\u00f6rt ilac\u0131n ortalama puanlar\u0131 aras\u0131nda h\u00e2l\u00e2 istatistiksel olarak anlaml\u0131 bir fark vard\u0131r.<\/span><\/p>\n

    Ad\u0131m 4: Sonu\u00e7lar\u0131 rapor edin.<\/strong><\/span><\/p>\n

    Son olarak tekrarlanan \u00f6l\u00e7\u00fcmlerimizin sonu\u00e7lar\u0131n\u0131 ANOVA olarak raporlayaca\u011f\u0131z. \u0130\u015fte bunun nas\u0131l yap\u0131laca\u011f\u0131na dair bir \u00f6rnek:<\/span><\/p>\n

    \n

    D\u00f6rt farkl\u0131 ilac\u0131n tepki s\u00fcresi \u00fczerindeki etkisini incelemek i\u00e7in 5 ki\u015fiye tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA uyguland\u0131.<\/span><\/p>\n

    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) = 24,75, p < 0,001).<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

    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. \u0130ki \u00f6zel durumda tek y\u00f6nl\u00fc tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA’s\u0131n\u0131 kullan\u0131r\u0131z: 1. \u00dc\u00e7 veya daha fazla zaman noktas\u0131nda deneklerin ortalama puanlar\u0131n\u0131 \u00f6l\u00e7\u00fcn. \u00d6rne\u011fin, ortalama dinlenme kalp at\u0131\u015f h\u0131zlar\u0131nda \u00f6nemli bir fark […]<\/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-608","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"\nStata'da tekrarlanan \u00f6l\u00e7\u00fcmler ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir - 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