{"id":613,"date":"2023-07-29T08:16:00","date_gmt":"2023-07-29T08:16:00","guid":{"rendered":"https:\/\/statorials.org\/tr\/istatistik-korelasyon-matrisi\/"},"modified":"2023-07-29T08:16:00","modified_gmt":"2023-07-29T08:16:00","slug":"istatistik-korelasyon-matrisi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/istatistik-korelasyon-matrisi\/","title":{"rendered":"Stata&#39;da korelasyon matrisi nas\u0131l olu\u015fturulur"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte s\u0131kl\u0131kla iki de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi anlamaya \u00e7al\u0131\u015f\u0131r\u0131z. \u00d6rne\u011fin bir \u00f6\u011frencinin ders \u00e7al\u0131\u015ft\u0131\u011f\u0131 saat ile s\u0131navda ald\u0131\u011f\u0131 not aras\u0131ndaki ili\u015fkiyi anlamak isteyebiliriz.<\/span><\/p>\n<p> Bu ili\u015fkiyi \u00f6l\u00e7menin bir yolu <span style=\"color: #000000;\">, iki de\u011fi\u015fken aras\u0131ndaki do\u011frusal ili\u015fkinin bir \u00f6l\u00e7\u00fcs\u00fc <em>olan<\/em><\/span> <a href=\"https:\/\/statorials.org\/tr\/pearson-korelasyon-katsayisi-1\/\" target=\"_blank\" rel=\"noopener\">Pearson korelasyon katsay\u0131s\u0131n\u0131<\/a> <span style=\"color: #000000;\">kullanmakt\u0131r<\/span> . <span style=\"color: #000000;\">-1 ile 1 aras\u0131nda bir de\u011fere sahiptir; 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;\">Ancak baz\u0131 durumlarda birden fazla de\u011fi\u015fken \u00e7ifti aras\u0131ndaki korelasyonu anlamak isteriz. Bu durumlarda, de\u011fi\u015fkenlerin \u00e7e\u015fitli ikili kombinasyonlar\u0131 aras\u0131ndaki korelasyon katsay\u0131lar\u0131n\u0131 g\u00f6steren kare bir tablo olan bir<a href=\"https:\/\/statorials.org\/tr\/korelasyon-matrisi-nasil-okunur\/\" target=\"_blank\" rel=\"noopener\"><strong>korelasyon matrisi<\/strong><\/a> olu\u015fturabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu derste Stata&#8217;da korelasyon matrisinin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 a\u00e7\u0131kl\u0131yoruz.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Stata&#8217;da korelasyon matrisi nas\u0131l olu\u015fturulur<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>Corr<\/strong> komutu, Stata&#8217;daki belirli bir veri k\u00fcmesi i\u00e7in bir korelasyon matrisi olu\u015fturmak i\u00e7in kullan\u0131labilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu \u00f6rneklendirmek i\u00e7in komut kutusuna a\u015fa\u011f\u0131dakini yazarak 1980 n\u00fcfus say\u0131m\u0131 verilerini Stata&#8217;ya y\u00fckleyelim:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>https:\/\/www.stata-press.com\/data\/r13\/census13 adresini kullan\u0131n<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Daha sonra a\u015fa\u011f\u0131dakini komut kutusuna yazarak veri k\u00fcmesinin h\u0131zl\u0131 bir \u00f6zetini alabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>\u00f6zetlemek<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Bu, a\u015fa\u011f\u0131daki tabloyu olu\u015fturur:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5737 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/correlationstata1.png\" alt=\"Stata'daki korelasyon matrisi\" width=\"536\" height=\"295\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Veri setinin dokuz farkl\u0131 de\u011fi\u015fken i\u00e7erdi\u011fini g\u00f6r\u00fcyoruz. Veri k\u00fcmesindeki de\u011fi\u015fkenlerin her ikili kombinasyonu i\u00e7in bir korelasyon matrisi olu\u015fturmak amac\u0131yla komut kutusuna a\u015fa\u011f\u0131dakileri girebiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>d\u00fczelt<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Bu, a\u015fa\u011f\u0131daki korelasyon matrisini \u00fcretir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5740 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/correlationstata2.png\" alt=\"Stata'daki korelasyon matrisi \u00f6rne\u011fi\" width=\"630\" height=\"241\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Tabloda g\u00f6sterilen say\u0131lar, de\u011fi\u015fkenlerin her bir ikili kombinasyonu i\u00e7in Pearson korelasyon katsay\u0131lar\u0131n\u0131 temsil etmektedir. \u00d6rne\u011fin <em>n\u00fcfus<\/em> ile <em>eyalet<\/em> aras\u0131ndaki korelasyon <strong>-0,0540&#8217;t\u0131r<\/strong> . Bu durum, bu iki de\u011fi\u015fkenin hafif negatif korelasyona sahip oldu\u011funu g\u00f6stermektedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Her de\u011fi\u015fken kendisiyle m\u00fckemmel bir korelasyona sahip oldu\u011fundan, tablonun k\u00f6\u015fegenleri boyunca korelasyonlar\u0131n her birinin 1,0000 oldu\u011funa dikkat edin.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca, <strong>corr<\/strong> komutundan sonra de\u011fi\u015fkenleri belirterek, bir veri k\u00fcmesindeki yaln\u0131zca belirli bir de\u011fi\u015fken alt k\u00fcmesi i\u00e7in bir korelasyon matrisi olu\u015fturabilirsiniz. \u00d6rne\u011fin, yaln\u0131zca <em>pop<\/em> , <em>medage<\/em> ve <em>b\u00f6lge<\/em> de\u011fi\u015fkenleri i\u00e7in bir korelasyon matrisinin nas\u0131l olu\u015fturulaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>do\u011fru pop medage b\u00f6lgesi<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Bu, yaln\u0131zca bu \u00fc\u00e7 de\u011fi\u015fken i\u00e7in a\u015fa\u011f\u0131daki korelasyon matrisini \u00fcretir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5741 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/correlationstata3.png\" alt=\"Stata'daki korelasyon matrisi \u00f6rne\u011fi\" width=\"380\" height=\"180\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca <strong>star()<\/strong> komutu ile birlikte <strong>pwcorr<\/strong> komutu ( <strong>corr<\/strong> ile ayn\u0131 sonucu veren) kullan\u0131larak istatistiksel olarak belirli bir anlaml\u0131l\u0131k d\u00fczeyinde anlaml\u0131 olan korelasyon katsay\u0131lar\u0131n\u0131n yan\u0131na bir y\u0131ld\u0131z yerle\u015ftirmek de m\u00fcmk\u00fcnd\u00fcr.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki kod, n\u00fcfus say\u0131m\u0131 veri k\u00fcmesindeki her de\u011fi\u015fken i\u00e7in bir korelasyon matrisi \u00fcretir ve \u03b1 = 0,05&#8217;te istatistiksel olarak anlaml\u0131 olan korelasyon katsay\u0131lar\u0131n\u0131n yan\u0131na bir y\u0131ld\u0131z yerle\u015ftirir:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr, y\u0131ld\u0131z (.05)<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5746 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/correlationstata4.png\" alt=\"Stata'da istatistiksel \u00f6neme sahip korelasyon matrisi\" width=\"596\" height=\"326\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Tablodaki korelasyon katsay\u0131lar\u0131ndan birka\u00e7\u0131n\u0131n \u03b1 = 0,05&#8217;te istatistiksel olarak ne kadar anlaml\u0131 oldu\u011funa dikkat edin. \u03b1&#8217;y\u0131 istedi\u011fimiz herhangi bir say\u0131ya ayarlayabiliriz ancak genel se\u00e7imler 0,01, 0,05 ve 0,10&#8217;dur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Genel olarak, \u03b1 de\u011feri ne kadar d\u00fc\u015f\u00fck olursa korelasyon katsay\u0131lar\u0131 istatistiksel olarak o kadar az anlaml\u0131 olacakt\u0131r. \u00d6rne\u011fin, \u03b1 = 0,01 olarak ayarlad\u0131\u011f\u0131m\u0131z\u0131 varsayal\u0131m.<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pwcorr, y\u0131ld\u0131z (.01)<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5748 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/correlationstata5.png\" alt=\"Stata'daki korelasyon matrisi\" width=\"595\" height=\"336\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Korelasyon katsay\u0131lar\u0131n\u0131n yan\u0131nda ne kadar az y\u0131ld\u0131z oldu\u011funa dikkat edin.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte s\u0131kl\u0131kla iki de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi anlamaya \u00e7al\u0131\u015f\u0131r\u0131z. \u00d6rne\u011fin bir \u00f6\u011frencinin ders \u00e7al\u0131\u015ft\u0131\u011f\u0131 saat ile s\u0131navda ald\u0131\u011f\u0131 not aras\u0131ndaki ili\u015fkiyi anlamak isteyebiliriz. Bu ili\u015fkiyi \u00f6l\u00e7menin bir yolu , iki de\u011fi\u015fken aras\u0131ndaki do\u011frusal ili\u015fkinin bir \u00f6l\u00e7\u00fcs\u00fc olan Pearson korelasyon katsay\u0131s\u0131n\u0131 kullanmakt\u0131r . -1 ile 1 aras\u0131nda bir de\u011fere sahiptir; burada: -1, iki de\u011fi\u015fken aras\u0131nda tamamen negatif [&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-613","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;da korelasyon matrisi nas\u0131l olu\u015fturulur - Statorials<\/title>\n<meta name=\"description\" content=\"Stata&#039;da korelasyon matrisinin nas\u0131l olu\u015fturulaca\u011f\u0131na ili\u015fkin ad\u0131m ad\u0131m \u00f6rnek i\u00e7eren 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\/istatistik-korelasyon-matrisi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stata&#039;da korelasyon matrisi nas\u0131l olu\u015fturulur - 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