\u00dc\u00e7 y\u00f6nl\u00fc ANOVA’lar , tek y\u00f6nl\u00fc ANOVA’dan<\/a> (yaln\u0131zca tek fakt\u00f6rl\u00fc) veya iki y\u00f6nl\u00fc ANOVA’dan<\/a> (yaln\u0131zca iki fakt\u00f6rl\u00fc) daha az yayg\u0131nd\u0131r, ancak yine de \u00e7e\u015fitli alanlarda kullan\u0131lmaktad\u0131rlar.<\/span><\/p>\n \u00dc\u00e7 y\u00f6nl\u00fc bir ANOVA uygulad\u0131\u011f\u0131m\u0131zda, her fakt\u00f6r ile yan\u0131t de\u011fi\u015fkeni aras\u0131nda istatistiksel olarak anlaml\u0131 bir ili\u015fki olup olmad\u0131\u011f\u0131n\u0131 ve ayr\u0131ca fakt\u00f6rler aras\u0131nda herhangi bir etkile\u015fim etkisi olup olmad\u0131\u011f\u0131n\u0131 bilmek isteriz.<\/span><\/p>\n Bu e\u011fitimde, \u00fc\u00e7 y\u00f6nl\u00fc ANOVA’y\u0131 kullanabilece\u011finiz \u00e7e\u015fitli senaryolar\u0131n yan\u0131 s\u0131ra bunun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin bir \u00f6rnek g\u00f6sterilmektedir.<\/span><\/p>\n \u00dc\u00e7 y\u00f6nl\u00fc ANOVA’y\u0131 kullanabilece\u011finiz baz\u0131 senaryolar \u015funlard\u0131r:<\/span><\/p>\n Senaryo 1: Botanik<\/strong><\/span><\/p>\n Bir botanik\u00e7i (1) g\u00fcne\u015fe maruz kalman\u0131n, (2) sulama s\u0131kl\u0131\u011f\u0131n\u0131n ve (3) g\u00fcbre tipinin bitki b\u00fcy\u00fcmesini nas\u0131l etkiledi\u011fini belirlemek isteyebilir.<\/span><\/p>\n Bu senaryoda \u00fc\u00e7 fakt\u00f6r ve bir yan\u0131t de\u011fi\u015fkeni oldu\u011fundan \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirebilir.<\/span><\/p>\n Senaryo 2: Perakende<\/span><\/strong><\/p>\n Bir perakende ma\u011fazas\u0131n\u0131n y\u00f6neticisi, haftan\u0131n (1) g\u00fcn\u00fcn\u00fcn, (2) ma\u011faza konumunun ve (3) reklam kampanyalar\u0131n\u0131n toplam sat\u0131\u015flar\u0131 nas\u0131l etkiledi\u011fini belirlemek isteyebilir.<\/span><\/p>\n Bu senaryoda \u00fc\u00e7 fakt\u00f6r ve bir yan\u0131t de\u011fi\u015fkeni oldu\u011fundan \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirebilir.<\/span><\/p>\n Senaryo 3: T\u0131bbi<\/span><\/strong><\/p>\n Bir doktor (1) cinsiyetin, (2) diyetin ve (3) egzersiz al\u0131\u015fkanl\u0131klar\u0131n\u0131n kiloyu nas\u0131l etkiledi\u011fini belirlemek isteyebilir.<\/span><\/p>\n Bu senaryoda \u00fc\u00e7 fakt\u00f6r ve bir yan\u0131t de\u011fi\u015fkeni oldu\u011fundan \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirebilir.<\/span><\/p>\n Bir ara\u015ft\u0131rmac\u0131n\u0131n antrenman program\u0131n\u0131n, cinsiyetin ve spor b\u00f6l\u00fcm\u00fcn\u00fcn atlama y\u00fcksekli\u011fini etkileyip etkilemedi\u011fini belirlemek istedi\u011fini varsayal\u0131m.<\/span><\/p>\n Bunu test etmek i\u00e7in a\u015fa\u011f\u0131daki fakt\u00f6rlerle \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirebilir:<\/span><\/p>\n Tek yan\u0131t de\u011fi\u015fkeni atlama y\u00fcksekli\u011fi<\/strong> olacakt\u0131r.<\/span><\/p>\n Diyelim ki 40 ki\u015fi hakk\u0131nda bu verileri topluyor:<\/span> <\/p>\n Daha sonra \u00fc\u00e7 y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirmek i\u00e7in istatistiksel yaz\u0131l\u0131m\u0131 kullan\u0131yor ve a\u015fa\u011f\u0131daki sonucu al\u0131yor:<\/span> <\/p>\n P-De\u011feri<\/strong> s\u00fctunu, her bir fakt\u00f6r i\u00e7in P-de\u011ferini ve fakt\u00f6rler aras\u0131ndaki etkile\u015fimleri g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n Sonu\u00e7lardan, \u00fc\u00e7 fakt\u00f6r aras\u0131ndaki etkile\u015fimlerin hi\u00e7birinin istatistiksel olarak anlaml\u0131 olmad\u0131\u011f\u0131n\u0131 g\u00f6rebiliriz.<\/span><\/p>\n Ayr\u0131ca \u00fc\u00e7 fakt\u00f6r\u00fcn (Program, Cinsiyet ve B\u00f6l\u00fcm) her birinin istatistiksel olarak anlaml\u0131 oldu\u011funu da g\u00f6rebiliyoruz.<\/span><\/p>\n Sonu\u00e7 olarak, antrenman program\u0131, cinsiyet ve b\u00f6l\u00fcm\u00fcn, oyunculardaki artan s\u0131\u00e7rama y\u00fcksekli\u011finin \u00f6nemli g\u00f6stergeleri oldu\u011funu s\u00f6yleyebiliriz.<\/span><\/p>\n Ayr\u0131ca bu \u00fc\u00e7 fakt\u00f6r aras\u0131nda anlaml\u0131 bir etkile\u015fim etkisinin olmad\u0131\u011f\u0131n\u0131 da s\u00f6yleyebiliriz.<\/span><\/p>\n Not<\/strong> : Uygulamada ayr\u0131ca her program, cinsiyet ve b\u00f6l\u00fcm i\u00e7in ortalama atlama y\u00fcksekli\u011fini de hesaplayaca\u011f\u0131z, b\u00f6ylece her fakt\u00f6r\u00fcn hangi d\u00fczeylerinin<\/a> atlama y\u00fcksekli\u011findeki art\u0131\u015fla ili\u015fkili oldu\u011funu belirleyebiliriz.<\/span><\/p>\n A\u015fa\u011f\u0131daki e\u011fitimlerde R ve Python’da \u00fc\u00e7 y\u00f6nl\u00fc ANOVA’n\u0131n nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n R’de \u00fc\u00e7 y\u00f6nl\u00fc ANOVA nas\u0131l ger\u00e7ekle\u015ftirilir<\/a> \u00dc\u00e7 farkl\u0131 fakt\u00f6r\u00fcn bir yan\u0131t de\u011fi\u015fkenini nas\u0131l etkiledi\u011fini belirlemek i\u00e7in \u00fc\u00e7 y\u00f6nl\u00fc ANOVA kullan\u0131l\u0131r. \u00dc\u00e7 y\u00f6nl\u00fc ANOVA’lar , tek y\u00f6nl\u00fc ANOVA’dan (yaln\u0131zca tek fakt\u00f6rl\u00fc) veya iki y\u00f6nl\u00fc ANOVA’dan (yaln\u0131zca iki fakt\u00f6rl\u00fc) daha az yayg\u0131nd\u0131r, ancak yine de \u00e7e\u015fitli alanlarda kullan\u0131lmaktad\u0131rlar. \u00dc\u00e7 y\u00f6nl\u00fc bir ANOVA uygulad\u0131\u011f\u0131m\u0131zda, her fakt\u00f6r ile yan\u0131t de\u011fi\u015fkeni aras\u0131nda istatistiksel olarak anlaml\u0131 bir […]<\/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-3365","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"\n \u00dc\u00e7 y\u00f6nl\u00fc ANOVA ne zaman kullan\u0131lmal\u0131?<\/strong><\/span><\/h2>\n
\u00dc\u00e7 y\u00f6nl\u00fc ANOVA: \u00f6rnek<\/strong><\/span><\/h2>\n
\n
![\"\"](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trois1.jpg\")
<\/p>\n![\"\u00fc\u00e7](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trois2.jpg\")
<\/p>\n Ek kaynaklar<\/strong><\/span><\/h2>\n
Python’da \u00dc\u00e7 Yollu ANOVA Nas\u0131l Ger\u00e7ekle\u015ftirilir<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"