{"id":473,"date":"2023-07-29T19:24:20","date_gmt":"2023-07-29T19:24:20","guid":{"rendered":"https:\/\/statorials.org\/tr\/regresyonda-genel-anlamlilik-icin-f-testini-anlamaya-yonelik-basit-bir-kilavuz\/"},"modified":"2023-07-29T19:24:20","modified_gmt":"2023-07-29T19:24:20","slug":"regresyonda-genel-anlamlilik-icin-f-testini-anlamaya-yonelik-basit-bir-kilavuz","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/regresyonda-genel-anlamlilik-icin-f-testini-anlamaya-yonelik-basit-bir-kilavuz\/","title":{"rendered":"Regresyonda genel \u00f6nemin f testini anlamak i\u0307\u00e7in basit bir k\u0131lavuz"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bu e\u011fitimde, bir regresyon tablosunun \u00e7\u0131kt\u0131s\u0131nda F istatisti\u011finin nas\u0131l tan\u0131mlanaca\u011f\u0131n\u0131n yan\u0131 s\u0131ra bu istatisti\u011fin ve ona kar\u015f\u0131l\u0131k gelen p de\u011ferinin nas\u0131l yorumlanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Genel \u00d6nem F Testini Anlamak<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Regresyondaki <strong>genel anlaml\u0131l\u0131k i\u00e7in F testi,<\/strong> do\u011frusal regresyon modelinizin, tahmin de\u011fi\u015fkenleri olmayan bir modele g\u00f6re bir veri setine daha iyi uyum sa\u011flay\u0131p sa\u011flamad\u0131\u011f\u0131n\u0131 belirleyen bir testtir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Genel anlaml\u0131l\u0131k F testi a\u015fa\u011f\u0131daki iki varsay\u0131ma dayanmaktad\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Bo\u015f hipotez ( <sub>H0<\/sub> ):<\/strong> Tahmin edici de\u011fi\u015fkenleri olmayan model ( <em>yaln\u0131zca kesi\u015fme modeli<\/em> olarak da bilinir), regresyon modelinizin yan\u0131 s\u0131ra verilere de uyar.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Alternatif hipotez ( <sub>HA<\/sub> ):<\/strong> Regresyon modeliniz verilere yaln\u0131zca kesi\u015fme modelinden daha iyi uyuyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir veri k\u00fcmesine bir regresyon modeli uydurdu\u011funuzda, \u00e7\u0131kt\u0131 olarak size F istatisti\u011fini ve o F istatisti\u011fine kar\u015f\u0131l\u0131k gelen p de\u011ferini s\u00f6yleyen bir regresyon tablosu al\u0131rs\u0131n\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">P de\u011feri se\u00e7ti\u011finiz anlaml\u0131l\u0131k d\u00fczeyinden d\u00fc\u015f\u00fckse ( <em>ortak se\u00e7enekler 0,01, 0,05 ve 0,10&#8217;dur<\/em> ), bu durumda regresyon modelinizin verilere yaln\u0131zca orijinal model olarak uydu\u011fu sonucuna varmak i\u00e7in yeterli kan\u0131ta sahip olursunuz. modeli.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: Regresyonda F testi<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">12 farkl\u0131 \u00f6\u011frencinin toplam ders saatini, toplam al\u0131nan haz\u0131rl\u0131k s\u0131nav say\u0131s\u0131n\u0131 ve final s\u0131nav notunu g\u00f6steren a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00c7al\u0131\u015f\u0131lan saat ve al\u0131nan haz\u0131rl\u0131k s\u0131navlar\u0131 ile \u00f6\u011frencinin ald\u0131\u011f\u0131 final s\u0131nav\u0131 notu aras\u0131ndaki ili\u015fkiyi analiz etmek i\u00e7in, <em>\u00e7al\u0131\u015f\u0131lan saatleri<\/em> ve <em>al\u0131nan<\/em> <em>haz\u0131rl\u0131k<\/em> s\u0131navlar\u0131n\u0131 yorday\u0131c\u0131 de\u011fi\u015fkenler olarak ve <em>s\u0131navdaki final notunu<\/em> yan\u0131t de\u011fi\u015fkeni olarak kullanarak \u00e7oklu do\u011frusal regresyon uyguluyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki sonucu al\u0131yoruz:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu sonu\u00e7lardan yola \u00e7\u0131karak ANOVA tablosunda verilen F istatisti\u011fine ve bu F istatisti\u011finin tabloda <em>F Anlaml\u0131l\u0131\u011f\u0131<\/em> olarak etiketlenen p de\u011ferine odaklanaca\u011f\u0131z. Anlaml\u0131l\u0131k d\u00fczeyi olarak 0,05&#8217;i se\u00e7ece\u011fiz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>F istatisti\u011fi:<\/strong> 5.090515<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>P de\u011feri:<\/strong> 0,0332<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><em><strong>Teknik not:<\/strong> F istatisti\u011fi, MS regresyonunun MS kal\u0131nt\u0131s\u0131na b\u00f6l\u00fcnmesiyle hesaplan\u0131r. Bu durumda MS regresyonu \/ MS kal\u0131nt\u0131s\u0131 = 273,2665 \/ 53,68151 = <strong>5,090515<\/strong> .<\/em><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">P de\u011feri anlaml\u0131l\u0131k seviyesinin alt\u0131nda oldu\u011fundan, regresyon modelimizin verilere yaln\u0131zca kesi\u015fme modelinden daha iyi uydu\u011fu sonucuna varabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu spesifik sorun ba\u011flam\u0131nda bu, modelde <em>\u00c7al\u0131\u015fma Saatleri<\/em> ve <em>Haz\u0131rl\u0131k S\u0131navlar\u0131<\/em> tahmin de\u011fi\u015fkenlerini kullanman\u0131n, verileri d\u0131\u015far\u0131da b\u0131rak\u0131p sadece kesme modelini benzersiz bir \u015fekilde kullanmam\u0131za k\u0131yasla verileri daha iyi yerle\u015ftirmemize olanak sa\u011flad\u0131\u011f\u0131 anlam\u0131na gelir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Genel \u00d6nem F Testinin Yorumlanmas\u0131na \u0130li\u015fkin Notlar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Genel olarak, yorday\u0131c\u0131 de\u011fi\u015fkenlerinizden hi\u00e7biri istatistiksel olarak anlaml\u0131 de\u011filse, genel F testi de istatistiksel olarak anlaml\u0131 olmayacakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ancak baz\u0131 durumlarda durum b\u00f6yle olmayabilir, \u00e7\u00fcnk\u00fc genel anlaml\u0131l\u0131k i\u00e7in F testi t\u00fcm yorday\u0131c\u0131 de\u011fi\u015fkenlerin <em>ortak olarak<\/em> anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 test ederken, her bir yorday\u0131c\u0131 de\u011fi\u015fkenin anlaml\u0131l\u0131\u011f\u0131 i\u00e7in T testi basit\u00e7e her yorday\u0131c\u0131 de\u011fi\u015fkenin anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 test eder. <em>bireysel olarak<\/em> anlaml\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">B\u00f6ylece F testi <em>t\u00fcm<\/em> yorday\u0131c\u0131 de\u011fi\u015fkenlerin ortakla\u015fa anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 belirler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Her bir yorday\u0131c\u0131 de\u011fi\u015fkenin anlaml\u0131 olmamas\u0131 m\u00fcmk\u00fcnd\u00fcr ancak F testi, birle\u015ftirilmi\u015f t\u00fcm yorday\u0131c\u0131 de\u011fi\u015fkenlerin ortakla\u015fa anlaml\u0131 oldu\u011funu g\u00f6sterir.<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><em><strong>Teknik not:<\/strong> Genel olarak, modelde ne kadar \u00e7ok \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fken varsa, F istatisti\u011finin ve buna kar\u015f\u0131l\u0131k gelen p de\u011ferinin istatistiksel olarak anlaml\u0131 olma olas\u0131l\u0131\u011f\u0131 da o kadar y\u00fcksek olur.<\/em><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Bir regresyonun \u00e7\u0131kt\u0131s\u0131nda muhtemelen g\u00f6rece\u011finiz ba\u015fka bir \u00f6l\u00e7\u00fcm de R-karedir ; bu, yorday\u0131c\u0131 de\u011fi\u015fkenler ile yan\u0131t de\u011fi\u015fkeni aras\u0131ndaki do\u011frusal ili\u015fkinin g\u00fcc\u00fcn\u00fc \u00f6l\u00e7er.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R-kare, yorday\u0131c\u0131 de\u011fi\u015fkenlerin yan\u0131t de\u011fi\u015fkeniyle ne \u00f6l\u00e7\u00fcde g\u00fc\u00e7l\u00fc bir \u015fekilde ili\u015fkili oldu\u011fu konusunda size bir fikir verebilse de, bu ili\u015fki i\u00e7in resmi bir istatistiksel test sa\u011flamaz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">F-Testinin resmi bir istatistiksel test olmas\u0131 nedeniyle kullan\u0131\u015fl\u0131 olmas\u0131n\u0131n nedeni budur. Ek olarak, genel F testi anlaml\u0131ysa, R-karenin s\u0131f\u0131r olmad\u0131\u011f\u0131 ve yorday\u0131c\u0131 de\u011fi\u015fken(ler) ile yan\u0131t de\u011fi\u015fkeni aras\u0131ndaki korelasyonun istatistiksel olarak anlaml\u0131 oldu\u011fu sonucuna varabilirsiniz.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde regresyon modellerindeki di\u011fer ortak de\u011ferlerin nas\u0131l yorumlanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> Regresyon Tablosu Nas\u0131l Okunmal\u0131 ve Yorumlanmal\u0131<br \/> Regresyonun Standart Hatas\u0131n\u0131 Anlamak<br \/> \u0130yi bir R-kare de\u011feri nedir?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bu e\u011fitimde, bir regresyon tablosunun \u00e7\u0131kt\u0131s\u0131nda F istatisti\u011finin nas\u0131l tan\u0131mlanaca\u011f\u0131n\u0131n yan\u0131 s\u0131ra bu istatisti\u011fin ve ona kar\u015f\u0131l\u0131k gelen p de\u011ferinin nas\u0131l yorumlanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r. Genel \u00d6nem F Testini Anlamak Regresyondaki genel anlaml\u0131l\u0131k i\u00e7in F testi, do\u011frusal regresyon modelinizin, tahmin de\u011fi\u015fkenleri olmayan bir modele g\u00f6re bir veri setine daha iyi uyum sa\u011flay\u0131p sa\u011flamad\u0131\u011f\u0131n\u0131 belirleyen bir testtir. Genel [&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-473","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>Regresyonda Genel \u00d6nemin F Testini Anlamak \u0130\u00e7in Basit Bir K\u0131lavuz - Statoryals<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, regresyondaki genel anlaml\u0131l\u0131k i\u00e7in F testinin nas\u0131l anla\u015f\u0131laca\u011f\u0131 ve yorumlanaca\u011f\u0131na ili\u015fkin basit bir a\u00e7\u0131klama sunulmaktad\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\/regresyonda-genel-anlamlilik-icin-f-testini-anlamaya-yonelik-basit-bir-kilavuz\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Regresyonda Genel \u00d6nemin F Testini Anlamak \u0130\u00e7in Basit Bir K\u0131lavuz - 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