{"id":2950,"date":"2023-07-19T22:57:09","date_gmt":"2023-07-19T22:57:09","guid":{"rendered":"https:\/\/statorials.org\/tr\/rdeki-korelasyon-matrisi\/"},"modified":"2023-07-19T22:57:09","modified_gmt":"2023-07-19T22:57:09","slug":"rdeki-korelasyon-matrisi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rdeki-korelasyon-matrisi\/","title":{"rendered":"R&#39;de korelasyon matrisi nas\u0131l olu\u015fturulur (4 \u00f6rnek)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/korelasyon-matrisi-nasil-okunur\/\" target=\"_blank\" rel=\"noopener\">Korelasyon matrisi,<\/a> bir veri setindeki de\u011fi\u015fkenler aras\u0131ndaki <a href=\"https:\/\/statorials.org\/tr\/pearson-korelasyon-katsayisi-1\/\" target=\"_blank\" rel=\"noopener\">korelasyon katsay\u0131lar\u0131n\u0131<\/a> g\u00f6steren kare bir tablodur.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir veri k\u00fcmesindeki de\u011fi\u015fkenler aras\u0131nda var olan do\u011frusal ili\u015fkilerin g\u00fcc\u00fcn\u00fc anlaman\u0131n h\u0131zl\u0131 bir yolunu sa\u011flar.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;de korelasyon matrisi olu\u015fturman\u0131n d\u00f6rt yayg\u0131n yolu vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 1: kor fonksiyonu (basit bir korelasyon katsay\u0131lar\u0131 matrisi elde etmek i\u00e7in)<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>cor(df)<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 2: rcorr i\u015flevi (korelasyon katsay\u0131lar\u0131n\u0131n p de\u011ferlerini elde etmek i\u00e7in)<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (Hmisc)\n\nrcorr( <span style=\"color: #3366ff;\">as.matrix<\/span> (df))<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 3: corrplot i\u015flevi (korelasyon matrisini g\u00f6rselle\u015ftirmek i\u00e7in)<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (corplot)\n\ncorrplot(cor(df))\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 4: ggcorrplot i\u015flevi (korelasyon matrisini g\u00f6rselle\u015ftirmek i\u00e7in)<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggcorrplot)\n\nggcorrplot(cor(df))<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, R&#8217;de her y\u00f6ntemin a\u015fa\u011f\u0131daki veri \u00e7er\u00e7evesiyle nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (assists=c(4, 5, 5, 6, 7, 8, 8, 10),\n                 rebounds=c(12, 14, 13, 7, 8, 8, 9, 13),\n                 points=c(22, 24, 26, 26, 29, 32, 20, 14))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  assists rebound points\n1 4 12 22\n2 5 14 24\n3 5 13 26\n4 6 7 26\n5 7 8 29\n6 8 8 32\n7 8 9 20\n8 10 13 14\n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Cor i\u015flevi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Veri \u00e7er\u00e7evemizdeki her de\u011fi\u015fken aras\u0131ndaki korelasyon katsay\u0131lar\u0131n\u0131 g\u00f6steren bir korelasyon matrisi olu\u015fturmak i\u00e7in R base <strong>cor()<\/strong> fonksiyonunu kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create correlation matrix<\/span>\ncor(df)\n\n            assists rebound points\nassists 1.0000000 -0.2448608 -0.3295730\nrebounds -0.2448608 1.0000000 -0.5220917\npoints -0.3295730 -0.5220917 1.0000000\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Tablonun k\u00f6\u015fegeni boyunca korelasyon katsay\u0131lar\u0131n\u0131n t\u00fcm\u00fc 1&#8217;e e\u015fittir \u00e7\u00fcnk\u00fc her de\u011fi\u015fken kendisiyle m\u00fckemmel bir korelasyona sahiptir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Di\u011fer t\u00fcm korelasyon katsay\u0131lar\u0131, de\u011fi\u015fkenlerin farkl\u0131 ikili kombinasyonlar\u0131 aras\u0131ndaki korelasyonu g\u00f6sterir. \u00d6rne\u011fin:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Asistler ve ribaundlar aras\u0131ndaki korelasyon katsay\u0131s\u0131 <strong>-0,245&#8217;tir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Asistlerle say\u0131lar aras\u0131ndaki korelasyon katsay\u0131s\u0131 <strong>-0,330<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Ribaundlarla say\u0131lar aras\u0131ndaki korelasyon katsay\u0131s\u0131 <strong>-0,522&#8217;dir<\/strong> .<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: rcorr i\u015flevi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Veri \u00e7er\u00e7evemizdeki her de\u011fi\u015fken aras\u0131ndaki korelasyon katsay\u0131lar\u0131n\u0131 g\u00f6steren bir korelasyon matrisi olu\u015fturmak i\u00e7in R&#8217;deki <strong>Hmisc<\/strong> paketindeki <strong>rcorr()<\/strong> fonksiyonunu kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (Hmisc)\n\n<span style=\"color: #008080;\">#create matrix of correlation coefficients and p-values<\/span>\nrcorr( <span style=\"color: #3366ff;\">as.matrix<\/span> (df))\n\n         assists rebound points\nassists 1.00 -0.24 -0.33\nrebounds -0.24 1.00 -0.52\npoints -0.33 -0.52 1.00\n\nn=8 \n\nP\n         assists rebound points\nassists 0.5589 0.4253\nrebounds 0.5589 0.1844\npoints 0.4253 0.1844<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u0130lk matris de\u011fi\u015fkenler aras\u0131ndaki korelasyon katsay\u0131lar\u0131n\u0131 g\u00f6sterir ve ikinci matris kar\u015f\u0131l\u0131k gelen p de\u011ferlerini g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin asist ve ribaundlar aras\u0131ndaki korelasyon katsay\u0131s\u0131 <strong>-0,24<\/strong> ve bu korelasyon katsay\u0131s\u0131n\u0131n p de\u011feri <strong>0,5589&#8217;dur<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu bize iki de\u011fi\u015fken aras\u0131ndaki korelasyonun negatif oldu\u011funu ancak p de\u011feri 0,05&#8217;ten az olmad\u0131\u011f\u0131 i\u00e7in istatistiksel olarak anlaml\u0131 bir korelasyon olmad\u0131\u011f\u0131n\u0131 s\u00f6yler.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 3: Do\u011frulama i\u015flevi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Korelasyon matrisini g\u00f6rselle\u015ftirmek i\u00e7in R&#8217;deki <strong>corrplot<\/strong> paketindeki <strong>corrplot()<\/strong> fonksiyonunu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (corplot)\n\n<span style=\"color: #008080;\">#visualize correlation matrix<\/span>\ncorrplot(cor(df))\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-25594 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrplot1.jpg\" alt=\"\" width=\"363\" height=\"333\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Korelasyon matrisindeki dairelerin rengi ve boyutu, her de\u011fi\u015fken aras\u0131ndaki korelasyonu g\u00f6rselle\u015ftirmemize yard\u0131mc\u0131 olur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin asist ve ribaund de\u011fi\u015fkenlerinin kesi\u015fti\u011fi dairenin k\u00fc\u00e7\u00fck ve a\u00e7\u0131k k\u0131rm\u0131z\u0131 olmas\u0131 bize korelasyonun zay\u0131f ve negatif oldu\u011funu anlat\u0131yor.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 4: Do\u011frulama i\u015flevi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Korelasyon matrisini g\u00f6rselle\u015ftirmek i\u00e7in R&#8217;deki <strong>ggcorrplot<\/strong> paketindeki <strong>ggcorrplot()<\/strong> fonksiyonunu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (ggcorrplot)\n\n<span style=\"color: #008080;\">#visualize correlation matrix<\/span>\nggcorrplot(cor(df))\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-25595 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrplot2.jpg\" alt=\"\" width=\"429\" height=\"369\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Korelasyon matrisindeki karelerin rengi, her de\u011fi\u015fken aras\u0131ndaki korelasyonlar\u0131 g\u00f6rselle\u015ftirmemize yard\u0131mc\u0131 olur.<\/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 R&#8217;de di\u011fer ortak g\u00f6revlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/rde-spearman-korelasyonu\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de Spearman s\u0131ralama korelasyonu nas\u0131l hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/kismi-korelasyon-r\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de k\u0131smi korelasyon nas\u0131l hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-yuvarlanma-korelasyonu\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de kayan korelasyon nas\u0131l hesaplan\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Korelasyon matrisi, bir veri setindeki de\u011fi\u015fkenler aras\u0131ndaki korelasyon katsay\u0131lar\u0131n\u0131 g\u00f6steren kare bir tablodur. Bir veri k\u00fcmesindeki de\u011fi\u015fkenler aras\u0131nda var olan do\u011frusal ili\u015fkilerin g\u00fcc\u00fcn\u00fc anlaman\u0131n h\u0131zl\u0131 bir yolunu sa\u011flar. R&#8217;de korelasyon matrisi olu\u015fturman\u0131n d\u00f6rt yayg\u0131n yolu vard\u0131r: Y\u00f6ntem 1: kor fonksiyonu (basit bir korelasyon katsay\u0131lar\u0131 matrisi elde etmek i\u00e7in) cor(df) Y\u00f6ntem 2: rcorr i\u015flevi (korelasyon katsay\u0131lar\u0131n\u0131n [&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-2950","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&#039;de Korelasyon Matrisi Nas\u0131l Olu\u015fturulur (4 \u00d6rnek) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde R&#039;de bir korelasyon matrisinin nas\u0131l olu\u015fturulaca\u011f\u0131 birka\u00e7 \u00f6rnekle 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\/rdeki-korelasyon-matrisi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R&#039;de Korelasyon Matrisi Nas\u0131l Olu\u015fturulur (4 \u00d6rnek) - 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