{"id":644,"date":"2023-07-29T05:48:42","date_gmt":"2023-07-29T05:48:42","guid":{"rendered":"https:\/\/statorials.org\/tr\/excelde-canlilik-nasil-hesaplanir\/"},"modified":"2023-07-29T05:48:42","modified_gmt":"2023-07-29T05:48:42","slug":"excelde-canlilik-nasil-hesaplanir","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/excelde-canlilik-nasil-hesaplanir\/","title":{"rendered":"Excel&#39;de vif nas\u0131l hesaplan\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Regresyon analizinde <a href=\"https:\/\/statorials.org\/tr\/coklu-baglanti-regresyonu\/\" target=\"_blank\" rel=\"noopener\">\u00e7oklu ba\u011flant\u0131,<\/a> iki veya daha fazla a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenin regresyon modelinde benzersiz veya ba\u011f\u0131ms\u0131z bilgi sa\u011flamayacak \u015fekilde birbiriyle y\u00fcksek d\u00fczeyde korelasyona sahip olmas\u0131 durumunda ortaya \u00e7\u0131kar. De\u011fi\u015fkenler aras\u0131ndaki korelasyon derecesi yeterince y\u00fcksekse, bu durum regresyon modelinin yerle\u015ftirilmesinde ve yorumlanmas\u0131nda sorunlara neden olabilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Neyse ki, bir regresyon modelinde a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler aras\u0131ndaki korelasyonu ve korelasyonun g\u00fcc\u00fcn\u00fc \u00f6l\u00e7en, <strong>varyans enflasyon fakt\u00f6r\u00fc (VIF)<\/strong> ad\u0131 verilen bir \u00f6l\u00e7\u00fcm kullanarak \u00e7oklu do\u011frusall\u0131\u011f\u0131 tespit etmek m\u00fcmk\u00fcnd\u00fcr.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde Excel&#8217;de VIF&#8217;nin nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: Excel&#8217;de VIF&#8217;nin hesaplanmas\u0131<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnek i\u00e7in, 10 basketbolcunun \u00f6zelliklerini tan\u0131mlayan a\u015fa\u011f\u0131daki veri k\u00fcmesini kullanarak \u00e7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirece\u011fiz. Tepki de\u011fi\u015fkeni olarak reytingi ve a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler olarak da say\u0131lar, asistler ve ribaundlar\u0131 kullanarak bir regresyon modeli uygulayaca\u011f\u0131z. Daha sonra her a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken i\u00e7in VIF de\u011ferlerini belirleyece\u011fiz.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6102 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vifexcel1.png\" alt=\"Excel'deki ham veriler\" width=\"423\" height=\"365\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 1: \u00c7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00dcst \u015feritte Veri sekmesine gidin ve Veri Analizi&#8217;ni t\u0131klay\u0131n. Bu se\u00e7ene\u011fi g\u00f6rm\u00fcyorsan\u0131z, \u00f6ncelikle<\/span> <a href=\"https:\/\/statorials.org\/tr\/analiz-arac-paketini-excele-nasil-yukleyebilirim\/\" target=\"_blank\" rel=\"noopener\">\u00fccretsiz Analysis ToolPak yaz\u0131l\u0131m\u0131n\u0131 y\u00fcklemelisiniz<\/a> <span style=\"color: #000000;\">.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5292 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/deuxsampexcel3.png\" alt=\"Excel'de Veri Analizi Ara\u00e7 Paketi\" width=\"504\" height=\"192\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Veri Analizi&#8217;ne t\u0131klad\u0131\u011f\u0131n\u0131zda yeni bir pencere a\u00e7\u0131lacakt\u0131r. <em>Regresyon&#8217;u<\/em> se\u00e7in ve Tamam&#8217;a t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6103 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vifexcel2.png\" alt=\"Excel'de Veri Analizi Ara\u00e7 Paketi ile Regresyon\" width=\"473\" height=\"466\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Yan\u0131t de\u011fi\u015fkenleri ve a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler i\u00e7in gerekli tablolar\u0131 doldurun ve ard\u0131ndan Tamam&#8217;a t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6104 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vifexcel3.png\" alt=\"Excel'de \u00c7oklu Regresyon\" width=\"453\" height=\"597\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu, a\u015fa\u011f\u0131daki sonucu \u00fcretir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6106 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vifexcel4.png\" alt=\"Excel'de regresyon \u00e7\u0131kt\u0131s\u0131\" width=\"668\" height=\"267\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Her a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken i\u00e7in VIF&#8217;yi hesaplay\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra, bir a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkeni yan\u0131t de\u011fi\u015fkeni ve di\u011fer ikisini a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken olarak kullanarak bireysel regresyonlar ger\u00e7ekle\u015ftirerek \u00fc\u00e7 a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenin her biri i\u00e7in VIF&#8217;yi hesaplayabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, <em>puanlar\u0131<\/em> yan\u0131t de\u011fi\u015fkeni olarak ve <em>asistleri<\/em> ve <em>ribaundlar\u0131<\/em> a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler olarak kullanarak \u00e7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirerek <em>puan<\/em> de\u011fi\u015fkeni i\u00e7in VIF&#8217;yi hesaplayabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu, a\u015fa\u011f\u0131daki sonucu \u00fcretir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-6108 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/vifexcel5.png\" alt=\"Excel'de VIF'yi hesaplay\u0131n\" width=\"669\" height=\"316\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><em>Puanlar\u0131n<\/em> VIF&#8217;si 1\/(1 \u2013 R Kare) = 1\/(1 \u2013 .433099) = <strong>1,76<\/strong> olarak hesaplan\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra bu i\u015flemi di\u011fer iki de\u011fi\u015fken olan <em>asistler<\/em> ve <em>ribaundlar<\/em> i\u00e7in tekrarlayabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00dc\u00e7 a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenin VIF&#8217;lerinin a\u015fa\u011f\u0131daki gibi oldu\u011fu ortaya \u00e7\u0131kt\u0131:<\/span><\/p>\n<p> <span style=\"color: #000000;\">puan: <strong>1.76<\/strong><\/span><br \/> <span style=\"color: #000000;\">asist: <strong>1.96<\/strong><\/span><br \/> <span style=\"color: #000000;\">ribaund: <strong>1.18<\/strong><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>VIF de\u011ferleri nas\u0131l yorumlan\u0131r?<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">VIF de\u011feri 1&#8217;den ba\u015flar ve \u00fcst s\u0131n\u0131r\u0131 yoktur. VIF&#8217;leri yorumlaman\u0131n genel kural\u0131 \u015fudur:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">1 de\u011feri, belirli bir a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken ile modeldeki di\u011fer herhangi bir a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken aras\u0131nda bir korelasyon olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">1 ile 5 aras\u0131ndaki bir de\u011fer, belirli bir a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken ile modeldeki di\u011fer a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler aras\u0131nda orta d\u00fczeyde bir korelasyon oldu\u011funu g\u00f6sterir, ancak bu genellikle \u00f6zel dikkat gerektirecek kadar \u015fiddetli de\u011fildir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">5&#8217;ten b\u00fcy\u00fck bir de\u011fer, belirli bir a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken ile modeldeki di\u011fer a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler aras\u0131nda potansiyel olarak ciddi bir korelasyon oldu\u011funu g\u00f6sterir. Bu durumda regresyon sonu\u00e7lar\u0131ndaki katsay\u0131 tahminleri ve p de\u011ferleri muhtemelen g\u00fcvenilmez olacakt\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Regresyon modelimizde a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenlerin VIF de\u011ferlerinin her biri 1&#8217;e kapal\u0131 oldu\u011fundan \u00f6rne\u011fimizde \u00e7oklu do\u011frusall\u0131k sorun te\u015fkil etmemektedir.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Regresyon analizinde \u00e7oklu ba\u011flant\u0131, iki veya daha fazla a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenin regresyon modelinde benzersiz veya ba\u011f\u0131ms\u0131z bilgi sa\u011flamayacak \u015fekilde birbiriyle y\u00fcksek d\u00fczeyde korelasyona sahip olmas\u0131 durumunda ortaya \u00e7\u0131kar. De\u011fi\u015fkenler aras\u0131ndaki korelasyon derecesi yeterince y\u00fcksekse, bu durum regresyon modelinin yerle\u015ftirilmesinde ve yorumlanmas\u0131nda sorunlara neden olabilir. Neyse ki, bir regresyon modelinde a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler aras\u0131ndaki korelasyonu ve korelasyonun g\u00fcc\u00fcn\u00fc [&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-644","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>Excel&#039;de VIF nas\u0131l hesaplan\u0131r - Statorials<\/title>\n<meta name=\"description\" content=\"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere Excel&#039;de VIF&#039;nin nas\u0131l hesaplanaca\u011f\u0131na dair 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\/excelde-canlilik-nasil-hesaplanir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Excel&#039;de VIF nas\u0131l hesaplan\u0131r - 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