{"id":1386,"date":"2023-07-26T14:36:45","date_gmt":"2023-07-26T14:36:45","guid":{"rendered":"https:\/\/statorials.org\/tr\/rde-granger-nedensellik-testi\/"},"modified":"2023-07-26T14:36:45","modified_gmt":"2023-07-26T14:36:45","slug":"rde-granger-nedensellik-testi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rde-granger-nedensellik-testi\/","title":{"rendered":"R&#39;de granger nedensellik testi nas\u0131l yap\u0131l\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Granger nedensellik testi,<\/strong> bir zaman serisinin di\u011ferini tahmin etmede yararl\u0131 olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu test a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kullan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Bo\u015f hipotez (H <sub>0<\/sub> ):<\/strong> <em>x<\/em> zaman serisi, <em>y<\/em> zaman serisinin Granger&#8217;a gitmesine neden olmaz<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Alternatif hipotez ( <sub>HA<\/sub> ):<\/strong> Zaman serisi <em>x<\/em> Granger&#8217;\u0131n zaman serisi <em>y&#8217;ye<\/em> neden olur<\/span><\/p>\n<p> <span style=\"color: #000000;\">&#8220;Granger nedenleri&#8221; terimi, <em>x<\/em> zaman serisinin de\u011ferini belirli bir gecikmeyle bilmenin, <em>y<\/em> zaman serisinin de\u011ferini daha sonraki bir d\u00f6nemde tahmin etmek i\u00e7in yararl\u0131 oldu\u011fu anlam\u0131na gelir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu test, kar\u015f\u0131l\u0131k gelen p de\u011ferine sahip bir F testi istatisti\u011fi \u00fcretir. E\u011fer p de\u011feri<\/span> <span style=\"color: #000000;\">belirli bir anlaml\u0131l\u0131k seviyesinin alt\u0131ndaysa (yani \u03b1 = 0,05), o zaman s\u0131f\u0131r hipotezini reddedebilir ve <em>x<\/em> Granger zaman serisinin y zaman serisine neden oldu\u011funu iddia etmek i\u00e7in yeterli kan\u0131ta sahip oldu\u011fumuz sonucuna varabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;de Granger-Nedensellik testi ger\u00e7ekle\u015ftirmek i\u00e7in <a href=\"https:\/\/cran.r-project.org\/web\/packages\/lmtest\/lmtest.pdf\" target=\"_blank\" rel=\"noopener\">lmtest<\/a> paketindeki a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan <strong>grangertest()<\/strong> i\u015flevini kullanabiliriz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>grangertest(x, y, s\u0131ra = 1)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> ilk zaman serisi<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> ikinci zaman serisi<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s\u0131ra:<\/strong> ilk zaman serisinde kullan\u0131lacak ofsetlerin say\u0131s\u0131. Varsay\u0131lan de\u011fer 1&#8217;dir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki ad\u0131m ad\u0131m \u00f6rnek, bu i\u015flevin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: \u0130ki zaman serisini tan\u0131mlay\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnek i\u00e7in lmtest paketine \u00f6nceden y\u00fcklenmi\u015f <strong>ChickEgg<\/strong> veri k\u00fcmesini kullanaca\u011f\u0131z. Bu veri seti de\u011ferleri, 1930&#8217;dan 1983&#8217;e kadar Amerika Birle\u015fik Devletleri&#8217;nde yap\u0131lan yumurta say\u0131s\u0131n\u0131 ve tavuk say\u0131s\u0131n\u0131 i\u00e7erir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load lmtest package<\/span>\n<span style=\"color: #993300;\">library<\/span> (lmtest)\n\n<span style=\"color: #008080;\">#load ChickEgg dataset\n<\/span>data(ChickEgg)\n\n<span style=\"color: #008080;\">#view first six rows of dataset\n<\/span>head(ChickEgg)\n\n     chicken egg\n[1,] 468491 3581\n[2,] 449743 3532\n[3,] 436815 3327\n[4,] 444523 3255\n[5,] 433937 3156\n[6,] 389958 3081<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Granger nedensellik testini ger\u00e7ekle\u015ftirin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Daha sonra, yap\u0131lan yumurta say\u0131s\u0131n\u0131n gelecekteki tavuk say\u0131s\u0131n\u0131 tahmin edip etmedi\u011fini g\u00f6rmek amac\u0131yla Granger nedensellik testi ger\u00e7ekle\u015ftirmek i\u00e7in <strong>grangertest()<\/strong> fonksiyonunu kullanaca\u011f\u0131z. Testi \u00fc\u00e7 ofset kullanarak ger\u00e7ekle\u015ftirece\u011fiz:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform Granger-Causality test<\/span>\ngrangertest(chicken ~ egg, order = <span style=\"color: #008000;\">3<\/span> , data = ChickEgg)\n\nGranger causality test\n\nModel 1: chicken ~ Lags(chicken, 1:3) + Lags(egg, 1:3)\nModel 2: chicken ~ Lags(chicken, 1:3)\n  Res.Df Df F Pr(&gt;F)   \n1 44                     \n2 47 -3 5.405 0.002966 **\n---\nSignificant. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonucun nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Model 1:<\/strong> Bu model, \u00f6nceki \u00fc\u00e7 y\u0131ldaki tavuk say\u0131s\u0131n\u0131 ve \u00f6nceki \u00fc\u00e7 y\u0131ldaki yumurta say\u0131s\u0131n\u0131 yorday\u0131c\u0131 de\u011fi\u015fkenler olarak kullanarak tavuk say\u0131s\u0131n\u0131 tahmin etmeye \u00e7al\u0131\u015fmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Model 2:<\/strong> Bu model, yorday\u0131c\u0131 de\u011fi\u015fken olarak yaln\u0131zca \u00f6nceki \u00fc\u00e7 y\u0131ldaki tavuk say\u0131s\u0131n\u0131 kullanarak tavuk say\u0131s\u0131n\u0131 tahmin etmeye \u00e7al\u0131\u015fmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>F:<\/strong> Bu F testi istatisti\u011fidir. 5.405 oldu\u011fu ortaya \u00e7\u0131kt\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Pr(&gt;F):<\/strong> F testi istatisti\u011fine kar\u015f\u0131l\u0131k gelen p de\u011feridir. 0,002966 oldu\u011fu ortaya \u00e7\u0131kt\u0131.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">P de\u011feri 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan testin s\u0131f\u0131r hipotezini reddedebilir ve yumurta say\u0131s\u0131n\u0131 bilmenin gelecekteki tavuk say\u0131s\u0131n\u0131 tahmin etmede faydal\u0131 oldu\u011fu sonucuna varabiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Granger Nedensellik Testini Tersine Yap\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Testin s\u0131f\u0131r hipotezini reddetmi\u015f olsak da asl\u0131nda ters nedensellik durumunun ortaya \u00e7\u0131kmas\u0131 m\u00fcmk\u00fcnd\u00fcr. Yani tavuk say\u0131s\u0131n\u0131n yumurta say\u0131s\u0131nda de\u011fi\u015fikli\u011fe neden olmas\u0131 m\u00fcmk\u00fcnd\u00fcr.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu olas\u0131l\u0131\u011f\u0131 d\u0131\u015flamak i\u00e7in, \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fken olarak tavuklar\u0131 ve <a href=\"https:\/\/statorials.org\/tr\/degiskenleri-aciklayici-yanitlar\/\" target=\"_blank\" rel=\"noopener\">yan\u0131t de\u011fi\u015fkeni<\/a> olarak yumurtalar\u0131 kullanarak Granger-Nedensellik testini tersten uygulamam\u0131z gerekir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform Granger-Causality test in reverse<\/span>\ngrangertest(egg ~ chicken, order = <span style=\"color: #008000;\">3<\/span> , data = ChickEgg)\n\nGranger causality test\n\nModel 1: egg ~ Lags(egg, 1:3) + Lags(chicken, 1:3)\nModel 2: egg ~ Lags(egg, 1:3)\n  Res.Df Df F Pr(&gt;F)\n1 44                 \n2 47 -3 0.5916 0.6238\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Testin p de\u011feri 0,6238&#8217;dir. Bu 0,05&#8217;ten k\u00fc\u00e7\u00fck olmad\u0131\u011f\u0131ndan s\u0131f\u0131r hipotezini reddedemeyiz. Ba\u015fka bir deyi\u015fle, tavuk say\u0131s\u0131 gelecekteki yumurta say\u0131s\u0131n\u0131 \u00f6ng\u00f6rmemektedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Dolay\u0131s\u0131yla yumurta say\u0131s\u0131n\u0131 bilmenin gelecekteki tavuk say\u0131s\u0131n\u0131 tahmin etmede faydal\u0131 oldu\u011fu sonucuna varabiliriz.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Granger nedensellik testi, bir zaman serisinin di\u011ferini tahmin etmede yararl\u0131 olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r. Bu test a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kullan\u0131r: Bo\u015f hipotez (H 0 ): x zaman serisi, y zaman serisinin Granger&#8217;a gitmesine neden olmaz Alternatif hipotez ( HA ): Zaman serisi x Granger&#8217;\u0131n zaman serisi y&#8217;ye neden olur &#8220;Granger nedenleri&#8221; terimi, [&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-1386","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>R - Statorialsde Granger nedensellik testi nas\u0131l yap\u0131l\u0131r?<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, ad\u0131m ad\u0131m bir \u00f6rnek de dahil olmak \u00fczere R&#039;de Granger nedensellik testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\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\/rde-granger-nedensellik-testi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R - 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