{"id":2531,"date":"2023-07-21T21:07:56","date_gmt":"2023-07-21T21:07:56","guid":{"rendered":"https:\/\/statorials.org\/tr\/hava-kilidindeki-korelasyon\/"},"modified":"2023-07-21T21:07:56","modified_gmt":"2023-07-21T21:07:56","slug":"hava-kilidindeki-korelasyon","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/hava-kilidindeki-korelasyon\/","title":{"rendered":"Sas&#39;ta korelasyon nas\u0131l hesaplan\u0131r (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130ki de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi \u00f6l\u00e7menin bir yolu, iki de\u011fi\u015fken aras\u0131ndaki do\u011frusal ili\u015fkiyi \u00f6l\u00e7en <a href=\"https:\/\/statorials.org\/tr\/pearson-korelasyon-katsayisi-1\/\" target=\"_blank\" rel=\"noopener\">Pearson korelasyon katsay\u0131s\u0131n\u0131<\/a> kullanmakt\u0131r <em>.<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\">Her zaman -1 ile 1 aras\u0131nda bir de\u011fer al\u0131r; burada:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">-1, iki de\u011fi\u015fken aras\u0131nda tamamen negatif bir do\u011frusal korelasyonu g\u00f6sterir<\/span><\/li>\n<li> <span style=\"color: #000000;\">0, iki de\u011fi\u015fken aras\u0131nda do\u011frusal bir korelasyon olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir<\/span><\/li>\n<li> <span style=\"color: #000000;\">1, iki de\u011fi\u015fken aras\u0131nda m\u00fckemmel pozitif do\u011frusal bir korelasyonu g\u00f6sterir<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Korelasyon katsay\u0131s\u0131 s\u0131f\u0131rdan ne kadar uzaksa, iki de\u011fi\u015fken aras\u0131ndaki ili\u015fki o kadar g\u00fc\u00e7l\u00fcd\u00fcr.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, Finlandiya&#8217;daki bir g\u00f6lde yakalanan 159 farkl\u0131 bal\u0131k i\u00e7in \u00e7e\u015fitli \u00f6l\u00e7\u00fcmler i\u00e7eren <a href=\"https:\/\/documentation.sas.com\/doc\/en\/pgmsascdc\/9.4_3.4\/statug\/statug_sashelp_sect012.htm\" target=\"_blank\" rel=\"noopener\">Fish<\/a> adl\u0131 SAS entegre veri k\u00fcmesindeki de\u011fi\u015fkenler aras\u0131ndaki korelasyon katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in SAS&#8217;ta <strong>proc corr&#8217;un<\/strong> nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesinin ilk 10 g\u00f6zlemini g\u00f6r\u00fcnt\u00fclemek i\u00e7in <strong>proc print&#8217;i<\/strong> kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*view first 10 observations from <em>Fish<\/em> dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =sashelp.Fish( <span style=\"color: #3366ff;\">obs<\/span> = <span style=\"color: #008000;\">10<\/span> );\n\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22476 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/poisson1.jpg\" alt=\"\" width=\"492\" height=\"281\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: \u0130ki de\u011fi\u015fken aras\u0131ndaki korelasyon<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Y\u00fckseklik ve Geni\u015flik de\u011fi\u015fkenleri aras\u0131ndaki Pearson korelasyon katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate correlation coefficient between Height and Width*\/\n<\/span><span style=\"color: #800080;\"><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc corr<\/span> <span style=\"color: #3366ff;\">data<\/span> =sashelp.fish;\n\t<span style=\"color: #3366ff;\">var<\/span> HeightWidth;\n<\/span>\n<span style=\"color: #800080;\">run<\/span> ;\n<\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22491 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrsas1.jpg\" alt=\"\" width=\"434\" height=\"333\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0130lk tablo y\u00fckseklik ve geni\u015fli\u011fe ili\u015fkin \u00f6zet istatistikleri g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130kinci tablo, korelasyonun istatistiksel olarak anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 bize s\u00f6yleyen bir <a href=\"https:\/\/statorials.org\/tr\/p-degerleri-istatistiksel-anlamlilik\/\" target=\"_blank\" rel=\"noopener\">p de\u011feri<\/a> de dahil olmak \u00fczere, iki de\u011fi\u015fken aras\u0131ndaki Pearson korelasyon katsay\u0131s\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan \u015funlar\u0131 g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Pearson korelasyon katsay\u0131s\u0131: <strong>0,79288<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">P de\u011feri: <strong>&lt;0,0001<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu bize y\u00fckseklik ve geni\u015flik aras\u0131nda g\u00fc\u00e7l\u00fc bir pozitif korelasyon oldu\u011funu ve p de\u011feri \u03b1 = 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan korelasyonun istatistiksel olarak anlaml\u0131 oldu\u011funu s\u00f6yler.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\" target=\"_blank\" rel=\"noopener\">Ne &#8220;g\u00fc\u00e7l\u00fc&#8221; bir korelasyon olarak kabul edilir?<\/a><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: T\u00fcm de\u011fi\u015fkenler aras\u0131ndaki korelasyon<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Veri k\u00fcmesindeki de\u011fi\u015fkenlerin t\u00fcm ikili kombinasyonlar\u0131 aras\u0131ndaki Pearson korelasyon katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*calculate correlation coefficient between all pairwise combinations of variables*\/\n<\/span><span style=\"color: #800080;\"><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc corr<\/span> <span style=\"color: #3366ff;\">data<\/span> =sashelp.fish;\n<\/span>\nrun;\n<\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-22492\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrsas2.jpg\" alt=\"SAS'taki korelasyon matrisi\" width=\"447\" height=\"649\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7, veri k\u00fcmesindeki say\u0131sal de\u011fi\u015fkenlerin her ikili kombinasyonu i\u00e7in Pearson korelasyon katsay\u0131s\u0131n\u0131 ve kar\u015f\u0131l\u0131k gelen p de\u011ferlerini i\u00e7eren bir<a href=\"https:\/\/statorials.org\/tr\/korelasyon-matrisi-nasil-okunur\/\" target=\"_blank\" rel=\"noopener\">korelasyon matrisini<\/a> g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A\u011f\u0131rl\u0131k ve uzunluk1 aras\u0131ndaki Pearson korelasyon katsay\u0131s\u0131 <strong>0,91644&#8217;t\u00fcr.<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">A\u011f\u0131rl\u0131k ve uzunluk2 aras\u0131ndaki Pearson korelasyon katsay\u0131s\u0131 <strong>0,91937&#8217;dir.<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">A\u011f\u0131rl\u0131k ile uzunluk3 aras\u0131ndaki Pearson korelasyon katsay\u0131s\u0131 <strong>0,92447&#8217;dir.<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 3: Korelasyonu bir da\u011f\u0131l\u0131m grafi\u011fiyle g\u00f6rselle\u015ftirin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0130ki de\u011fi\u015fken aras\u0131ndaki korelasyonu g\u00f6rselle\u015ftirmek amac\u0131yla bir da\u011f\u0131l\u0131m grafi\u011fi olu\u015fturmak i\u00e7in <strong>grafik<\/strong> fonksiyonunu da kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*visualize correlation between Height and Width*\/\n<\/span><span style=\"color: #800080;\"><span style=\"color: #000000;\"><span style=\"color: #800080;\">proc corr<\/span> <span style=\"color: #3366ff;\">data<\/span> =sashelp.fish <span style=\"color: #3366ff;\">plots<\/span> =scatter( <span style=\"color: #3366ff;\">nvar<\/span> =all);;\n\t<span style=\"color: #3366ff;\">var<\/span> HeightWidth;\n<\/span>\nrun;<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22493 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrsas3.jpg\" alt=\"\" width=\"569\" height=\"448\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Grafikte y\u00fckseklik ve geni\u015flik aras\u0131ndaki g\u00fc\u00e7l\u00fc pozitif ili\u015fkiyi g\u00f6rebiliriz. Y\u00fckseklik artt\u0131k\u00e7a geni\u015flik de artma e\u011filimindedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Grafi\u011fin sol \u00fcst k\u00f6\u015fesinde ayr\u0131ca kullan\u0131lan toplam g\u00f6zlemleri, korelasyon katsay\u0131s\u0131n\u0131 ve korelasyon katsay\u0131s\u0131n\u0131n p de\u011ferini de g\u00f6rebiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde SAS&#8217;ta di\u011fer yayg\u0131n i\u015flemlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/sas-frekans-tablosu\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta frekans tablolar\u0131 nas\u0131l olu\u015fturulur?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/sasta-ozet-prosedur\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta tan\u0131mlay\u0131c\u0131 istatistikler nas\u0131l hesaplan\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130ki de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi \u00f6l\u00e7menin bir yolu, iki de\u011fi\u015fken aras\u0131ndaki do\u011frusal ili\u015fkiyi \u00f6l\u00e7en Pearson korelasyon katsay\u0131s\u0131n\u0131 kullanmakt\u0131r . Her zaman -1 ile 1 aras\u0131nda bir de\u011fer al\u0131r; burada: -1, iki de\u011fi\u015fken aras\u0131nda tamamen negatif bir do\u011frusal korelasyonu g\u00f6sterir 0, iki de\u011fi\u015fken aras\u0131nda do\u011frusal bir korelasyon olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir 1, iki de\u011fi\u015fken aras\u0131nda m\u00fckemmel pozitif do\u011frusal bir [&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-2531","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>SAS&#039;ta Korelasyon Nas\u0131l Hesaplan\u0131r (\u00d6rneklerle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde SAS&#039;ta korelasyonun nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle 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\/hava-kilidindeki-korelasyon\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS&#039;ta Korelasyon Nas\u0131l Hesaplan\u0131r (\u00d6rneklerle) - 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