{"id":622,"date":"2023-07-29T07:33:51","date_gmt":"2023-07-29T07:33:51","guid":{"rendered":"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/"},"modified":"2023-07-29T07:33:51","modified_gmt":"2023-07-29T07:33:51","slug":"istatistiksel-korelasyonlar","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/","title":{"rendered":"Stata&#39;daki korelasyonlar: pearson, spearman ve kendall"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte <strong>korelasyon<\/strong> , iki de\u011fi\u015fken aras\u0131ndaki ili\u015fkinin g\u00fcc\u00fcn\u00fc ve y\u00f6n\u00fcn\u00fc ifade eder. Korelasyon katsay\u0131s\u0131n\u0131n de\u011feri -1 ile 1 aras\u0131nda de\u011fi\u015febilir; -1, m\u00fckemmel bir negatif ili\u015fkiyi, 0, hi\u00e7bir ili\u015fkinin olmad\u0131\u011f\u0131n\u0131 ve 1, m\u00fckemmel bir pozitif ili\u015fkiyi belirtir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Korelasyonu \u00f6l\u00e7menin \u00fc\u00e7 yayg\u0131n yolu vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Pearson Korelasyonu:<\/strong> \u0130ki s\u00fcrekli de\u011fi\u015fken aras\u0131ndaki korelasyonu \u00f6l\u00e7mek i\u00e7in kullan\u0131l\u0131r. (\u00f6rne\u011fin boy ve kilo)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Spearman Korelasyonu:<\/strong> \u0130ki s\u0131n\u0131fland\u0131r\u0131lm\u0131\u015f de\u011fi\u015fken aras\u0131ndaki korelasyonu \u00f6l\u00e7mek i\u00e7in kullan\u0131l\u0131r. (\u00f6rne\u011fin bir \u00f6\u011frencinin matematik s\u0131nav\u0131 puan\u0131n\u0131n s\u0131ralamas\u0131 ile fen bilimleri s\u0131nav\u0131 puan\u0131n\u0131n s\u0131n\u0131ftaki s\u0131ralamas\u0131)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Kendall Korelasyonu:<\/strong> Spearman korelasyonunu kullanmak istedi\u011finizde ancak \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn k\u00fc\u00e7\u00fck oldu\u011fu ve ilgili bir\u00e7ok s\u0131ralaman\u0131n oldu\u011fu durumlarda kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde Stata&#8217;da \u00fc\u00e7 t\u00fcr korelasyonun nas\u0131l bulunaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Veri y\u00fckleniyor<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rneklerin her biri i\u00e7in <em>auto<\/em> adl\u0131 bir veri k\u00fcmesi kullanaca\u011f\u0131z. Komut kutusuna a\u015fa\u011f\u0131dakini yazarak bu veri k\u00fcmesini y\u00fckleyebilirsiniz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>https:\/\/www.stata-press.com\/data\/r13\/auto adresini kullan\u0131n<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Komut kutusuna a\u015fa\u011f\u0131dakini yazarak veri k\u00fcmesine h\u0131zl\u0131 bir genel bak\u0131\u015f elde edebiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>\u00f6zetlemek<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5840 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterstata1.png\" sizes=\"auto, \" srcset=\"\" alt=\"Stata'daki \u00f6rnek bir komutu \u00f6zetleme\" width=\"467\" height=\"330\"><\/p>\n<p> <span style=\"color: #000000;\">Veri setinde toplam 12 de\u011fi\u015fkenin oldu\u011funu g\u00f6rebiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Stata&#8217;da Pearson korelasyonu nas\u0131l bulunur?<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><em>A\u011f\u0131rl\u0131k<\/em> ve <em>uzunluk<\/em> de\u011fi\u015fkenleri aras\u0131ndaki <a href=\"https:\/\/statorials.org\/tr\/pearson-korelasyon-katsayisi-1\/\" target=\"_blank\" rel=\"noopener\">Pearson korelasyon katsay\u0131s\u0131n\u0131<\/a> <strong>pwcorr<\/strong> komutunu kullanarak bulabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr a\u011f\u0131rl\u0131k uzunlu\u011fu<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5870 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata1.png\" alt=\"Stata'da Pearson korelasyonu\" width=\"275\" height=\"123\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu iki de\u011fi\u015fken aras\u0131ndaki Pearson korelasyon katsay\u0131s\u0131 <strong>0,9460&#8217;d\u0131r<\/strong> . Bu korelasyon katsay\u0131s\u0131n\u0131n anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in <strong>sig<\/strong> komutunu kullanarak p de\u011ferini bulabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr a\u011f\u0131rl\u0131k uzunlu\u011fu, sig<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5871 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata2.png\" alt=\"Stata'da Pearson Korelasyonunun Anlam\u0131\" width=\"277\" height=\"180\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">P de\u011feri <strong>0,000&#8217;dir<\/strong> . Bu 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan bu iki de\u011fi\u015fken aras\u0131ndaki korelasyon istatistiksel olarak anlaml\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Birden fazla de\u011fi\u015fken i\u00e7in Pearson korelasyon katsay\u0131s\u0131n\u0131 bulmak i\u00e7in <strong>pwcorr<\/strong> komutundan sonra de\u011fi\u015fkenlerin bir listesini yazman\u0131z yeterlidir:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr a\u011f\u0131rl\u0131k uzunlu\u011fu yer de\u011fi\u015ftirmesi, sig<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5872 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata3.png\" alt=\"Stata'da birden fazla de\u011fi\u015fken i\u00e7in Pearson korelasyonu\" width=\"334\" height=\"253\" srcset=\"\" sizes=\"auto, \"><\/p>\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;\">A\u011f\u0131rl\u0131k ve uzunluk aras\u0131ndaki Pearson korelasyonu = 0,9460 | p-de\u011feri = 0,000<\/span><\/li>\n<li> <span style=\"color: #000000;\">A\u011f\u0131rl\u0131k ve yer de\u011fi\u015ftirme aras\u0131ndaki Pearson korelasyonu = 0,8949 | p-de\u011feri = 0,000<\/span><\/li>\n<li> <span style=\"color: #000000;\">Yer de\u011fi\u015ftirme ve uzunluk aras\u0131ndaki Pearson korelasyonu = 0,8351 | p-de\u011feri = 0,000<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Stata&#8217;da Spearman korelasyonu nas\u0131l bulunur?<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>Spearman<\/strong> komutunu kullanarak <em>trunk<\/em> ve <i>rep78<\/i> de\u011fi\u015fkenleri aras\u0131ndaki Spearman korelasyon katsay\u0131s\u0131n\u0131 bulabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>m\u0131zrak g\u00f6vdesi rep78<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5873 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata4.png\" alt=\"Stata'da Spearman korelasyonu\" width=\"385\" height=\"152\" srcset=\"\" sizes=\"auto, \"><\/p>\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>Obs say\u0131s\u0131:<\/strong> Bu, Spearman korelasyon katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in kullan\u0131lan ikili g\u00f6zlemlerin say\u0131s\u0131d\u0131r. <em>Rep78<\/em> de\u011fi\u015fkeni i\u00e7in baz\u0131 de\u011ferler eksik oldu\u011fundan Stata, \u00e7ift ba\u015f\u0131na yaln\u0131zca 69 g\u00f6zlem kulland\u0131 (74&#8217;\u00fcn tamam\u0131 yerine).<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Spearman&#8217;s Rho:<\/strong> Spearman korelasyon katsay\u0131s\u0131d\u0131r. Bu durumda -0,2235 olmas\u0131 iki de\u011fi\u015fken aras\u0131nda negatif bir korelasyon oldu\u011funu g\u00f6sterir. Biri artarken di\u011feri azalma e\u011filimindedir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Olas\u0131l\u0131k &gt; |t| :<\/strong> Bu, hipotez testiyle ili\u015fkili p de\u011feridir. Bu durumda p de\u011feri 0,0649&#8217;dur; bu, \u03b1 = 0,05&#8217;te iki de\u011fi\u015fken aras\u0131nda istatistiksel olarak anlaml\u0131 bir korelasyon olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Spearman<\/strong> komutundan sonra basit\u00e7e daha fazla de\u011fi\u015fken yazarak birden fazla de\u011fi\u015fken i\u00e7in Spearman korelasyon katsay\u0131s\u0131n\u0131 bulabiliriz. <strong>stats(rho p)<\/strong> komutunu kullanarak her ikili korelasyon i\u00e7in korelasyon katsay\u0131s\u0131n\u0131 ve kar\u015f\u0131l\u0131k gelen p de\u011ferini bulabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>spearman g\u00f6vde rep78 di\u015fli_ratio, istatistikler (rho p)<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5874 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata5.png\" alt=\"Stata'da birden fazla de\u011fi\u015fken i\u00e7in Spearman korelasyonu\" width=\"345\" height=\"345\" srcset=\"\" sizes=\"auto, \"><\/p>\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;\">G\u00f6vde ve rep78 aras\u0131ndaki Spearman korelasyonu = -0,2235 | p-de\u011feri = 0,0649<\/span><\/li>\n<li> <span style=\"color: #000000;\">G\u00f6vde ve di\u015fli oran\u0131 aras\u0131ndaki Spearman korelasyonu = -0,5187 | p-de\u011feri = 0,0000<\/span><\/li>\n<li> <span style=\"color: #000000;\">Gear_ratio ve rep78 aras\u0131ndaki Spearman korelasyonu = 0,4275 | p de\u011feri = 0,0002<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Stata&#8217;da Kendall korelasyonu nas\u0131l bulunur?<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><em>Trunk<\/em> ve <i>rep78<\/i> de\u011fi\u015fkenleri aras\u0131ndaki <a href=\"https:\/\/statorials.org\/tr\/kendalin-tau'su\/\" target=\"_blank\" rel=\"noopener\">Kendall korelasyon katsay\u0131s\u0131n\u0131<\/a> <strong>ktau<\/strong> komutunu kullanarak bulabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>ktau bagaj temsilcisi78<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5875 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata6.png\" alt=\"Kendall'\u0131n Stata'daki korelasyonu\" width=\"405\" height=\"191\" srcset=\"\" sizes=\"auto, \"><\/p>\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>Obs say\u0131s\u0131:<\/strong> Bu, Kendall korelasyon katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in kullan\u0131lan ikili g\u00f6zlemlerin say\u0131s\u0131d\u0131r. <em>Rep78<\/em> de\u011fi\u015fkeni i\u00e7in baz\u0131 de\u011ferler eksik oldu\u011fundan Stata, \u00e7ift ba\u015f\u0131na yaln\u0131zca 69 g\u00f6zlem kulland\u0131 (74&#8217;\u00fcn tamam\u0131 yerine).<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Kendall&#8217;s Tau-b:<\/strong> \u0130ki de\u011fi\u015fken aras\u0131ndaki Kendall korelasyon katsay\u0131s\u0131d\u0131r. Tau-b&#8217;nin e\u015fitlik olmas\u0131 durumunda ayarlamalar yapmas\u0131 nedeniyle genellikle tau-a yerine bu de\u011feri kullan\u0131r\u0131z. Bu durumda tau-b = -0,1752, iki de\u011fi\u015fken aras\u0131nda negatif bir korelasyon oldu\u011funu g\u00f6sterir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Olas\u0131l\u0131k &gt; |z| :<\/strong> Bu, hipotez testiyle ili\u015fkili p de\u011feridir. Bu durumda p de\u011feri 0,0662&#8217;dir; bu, \u03b1 = 0,05&#8217;te iki de\u011fi\u015fken aras\u0131nda istatistiksel olarak anlaml\u0131 bir korelasyon olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Ktau<\/strong> komutundan sonra basit\u00e7e daha fazla de\u011fi\u015fken yazarak birden fazla de\u011fi\u015fken i\u00e7in Kendall korelasyon katsay\u0131s\u0131n\u0131 bulabiliriz. <strong>stats(taub p)<\/strong> komutunu kullanarak her ikili korelasyon i\u00e7in korelasyon katsay\u0131s\u0131n\u0131 ve kar\u015f\u0131l\u0131k gelen p de\u011ferini bulabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>ktau trunk rep78 vites_ratio, istatistikler (taub p)<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5876 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrstata7.png\" alt=\"Stata'da birden fazla de\u011fi\u015fken i\u00e7in Kendall'\u0131n Tau'su\" width=\"378\" height=\"387\" srcset=\"\" sizes=\"auto, \"><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">G\u00f6vde ve rep78 aras\u0131ndaki Kendall korelasyonu = -0,1752 | p-de\u011feri = 0,0662<\/span><\/li>\n<li> <span style=\"color: #000000;\">Kendall&#8217;\u0131n g\u00f6vde ve di\u015fli oran\u0131 aras\u0131ndaki korelasyonu = -0.3753 | p de\u011feri = 0,0000<\/span><\/li>\n<li> <span style=\"color: #000000;\">Gear_ratio ve rep78 aras\u0131ndaki Kendall korelasyonu = 0,3206 | p-de\u011feri = 0,0006<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte korelasyon , iki de\u011fi\u015fken aras\u0131ndaki ili\u015fkinin g\u00fcc\u00fcn\u00fc ve y\u00f6n\u00fcn\u00fc ifade eder. Korelasyon katsay\u0131s\u0131n\u0131n de\u011feri -1 ile 1 aras\u0131nda de\u011fi\u015febilir; -1, m\u00fckemmel bir negatif ili\u015fkiyi, 0, hi\u00e7bir ili\u015fkinin olmad\u0131\u011f\u0131n\u0131 ve 1, m\u00fckemmel bir pozitif ili\u015fkiyi belirtir. Korelasyonu \u00f6l\u00e7menin \u00fc\u00e7 yayg\u0131n yolu vard\u0131r: Pearson Korelasyonu: \u0130ki s\u00fcrekli de\u011fi\u015fken aras\u0131ndaki korelasyonu \u00f6l\u00e7mek i\u00e7in kullan\u0131l\u0131r. (\u00f6rne\u011fin boy ve [&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-622","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>Stata&#039;daki Korelasyonlar: Pearson, Spearman ve Kendall - Statoryaller<\/title>\n<meta name=\"description\" content=\"Stata&#039;da \u00fc\u00e7 farkl\u0131 t\u00fcrde korelasyonun nas\u0131l bulunaca\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\/istatistiksel-korelasyonlar\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stata&#039;daki Korelasyonlar: Pearson, Spearman ve Kendall - Statoryaller\" \/>\n<meta property=\"og:description\" content=\"Stata&#039;da \u00fc\u00e7 farkl\u0131 t\u00fcrde korelasyonun nas\u0131l bulunaca\u011f\u0131na dair basit bir a\u00e7\u0131klama.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-29T07:33:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/scatterstata1.png\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/\",\"url\":\"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/\",\"name\":\"Stata&#39;daki Korelasyonlar: Pearson, Spearman ve Kendall - Statoryaller\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-29T07:33:51+00:00\",\"dateModified\":\"2023-07-29T07:33:51+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Stata&#39;da \u00fc\u00e7 farkl\u0131 t\u00fcrde korelasyonun nas\u0131l bulunaca\u011f\u0131na dair basit bir a\u00e7\u0131klama.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/istatistiksel-korelasyonlar\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Stata&#39;daki korelasyonlar: pearson, spearman ve kendall\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/tr\/#website\",\"url\":\"https:\/\/statorials.org\/tr\/\",\"name\":\"Statorials\",\"description\":\"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. 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