{"id":1118,"date":"2023-07-27T14:52:53","date_gmt":"2023-07-27T14:52:53","guid":{"rendered":"https:\/\/statorials.org\/tr\/rdeki-verileri-normallestir\/"},"modified":"2023-07-27T14:52:53","modified_gmt":"2023-07-27T14:52:53","slug":"rdeki-verileri-normallestir","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rdeki-verileri-normallestir\/","title":{"rendered":"R&#39;de veriler nas\u0131l standartla\u015ft\u0131r\u0131l\u0131r: \u00f6rneklerle"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bir veri k\u00fcmesini <strong>standartla\u015ft\u0131rmak,<\/strong> veri k\u00fcmesindeki t\u00fcm de\u011ferlerin ortalama de\u011fer 0 ve standart sapma 1 olacak \u015fekilde \u00f6l\u00e7eklenmesi anlam\u0131na gelir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu yapman\u0131n en yayg\u0131n yolu, a\u015fa\u011f\u0131daki form\u00fcl\u00fc kullanarak de\u011ferleri \u00f6l\u00e7eklendiren z-puan\u0131 standardizasyonunu kullanmakt\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>(x <sub>ben<\/sub> \u2013 <span style=\"text-decoration: overline;\">x<\/span> ) \/ s<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x <sub>i<\/sub><\/strong> : veri k\u00fcmesinin <sup>i&#8217;inci<\/sup> de\u011feri<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><span style=\"text-decoration: overline;\">x<\/span><\/strong> : \u00d6rnek \u015fu anlama gelir:<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s<\/strong> : numunenin standart sapmas\u0131<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, z-puan\u0131 standardizasyonunu kullanarak bir veri \u00e7er\u00e7evesindeki bir veya daha fazla de\u011fi\u015fkeni \u00f6l\u00e7eklendirmek i\u00e7in R&#8217;deki <strong>dplyr<\/strong> paketiyle <a href=\"https:\/\/statorials.org\/tr\/rde-olcek-islevi\/\" target=\"_blank\" rel=\"noopener\">Scale()<\/a> i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Tek bir de\u011fi\u015fkeni standartla\u015ft\u0131r\u0131n<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir veri \u00e7er\u00e7evesindeki tek bir de\u011fi\u015fkenin \u00fc\u00e7 de\u011fi\u015fkenle nas\u0131l \u00f6l\u00e7eklendirilece\u011fini g\u00f6sterir:<br \/><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n<span style=\"color: #008080;\">\n#view original data frame<\/span>\ndf\n\n        var1 var2 var3\n1 13.275433 6.325466 35.845273\n2 18.606195 5.707692 12.000703\n3 28.642668 16.427480 26.505234\n4 45.410389 10.066178 9.143318\n5 10.084097 18.166670 13.818282\n6 44.919484 12.451684 17.741765\n7 47.233763 17.069989 5.441881\n8 33.039890 22.830028 17.618803\n9 31.455702 9.980739 33.699798\n10 3.089314 18.326350 16.231517\n\n<span style=\"color: #008080;\">#scale <em>var1<\/em> to have mean = 0 and standard deviation = 1<\/span>\ndf2 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_at<\/span> (c(' <span style=\"color: #008000;\">var1<\/span> '), ~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf2\n\n          var1 var2 var3\n1 -0.90606801 6.325466 35.845273\n2 -0.56830963 5.707692 12.000703\n3 0.06760377 16.427480 26.505234\n4 1.13001072 10.066178 9.143318\n5 -1.10827188 18.166670 13.818282\n6 1.09890684 12.451684 17.741765\n7 1.24554014 17.069989 5.441881\n8 0.34621281 22.830028 17.618803\n9 0.24583830 9.980739 33.699798\n10 -1.55146305 18.326350 16.231517\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Yaln\u0131zca ilk de\u011fi\u015fkenin \u00f6l\u00e7eklendi\u011fini, di\u011fer iki de\u011fi\u015fkenin ayn\u0131 kald\u0131\u011f\u0131n\u0131 unutmay\u0131n. Yeni \u00f6l\u00e7eklendirilmi\u015f de\u011fi\u015fkenin ortalama de\u011ferinin 0 ve standart sapmas\u0131n\u0131n 1 oldu\u011funu hemen do\u011frulayabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate mean of scaled variable<\/span>\nmean(df2$var1)\n\n[1] -4.18502e-18 <span style=\"color: #008080;\">#basically zero<\/span>\n\n<span style=\"color: #008080;\">#calculate standard deviation of scaled variable<\/span> \nsd(df2$var1)\n\n[1] 1<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Birden fazla de\u011fi\u015fkeni standartla\u015ft\u0131r\u0131n<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir veri \u00e7er\u00e7evesindeki birden \u00e7ok de\u011fi\u015fkenin ayn\u0131 anda nas\u0131l \u00f6l\u00e7eklendirilece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n\n<span style=\"color: #008080;\">#scale <em>var1<\/em> and <em>var2<\/em> to have mean = 0 and standard deviation = 1<\/span>\ndf3 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_at<\/span> (c(' <span style=\"color: #008000;\">var1<\/span> ', ' <span style=\"color: #008000;\">var2<\/span> '), ~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf3\n\n          var1 var2 var3\n1 -0.90606801 -1.3045574 35.845273\n2 -0.56830963 -1.4133223 12.000703\n3 0.06760377 0.4739961 26.505234\n4 1.13001072 -0.6459703 9.143318\n5 -1.10827188 0.7801967 13.818282\n6 1.09890684 -0.2259798 17.741765\n7 1.24554014 0.5871157 5.441881\n8 0.34621281 1.6012242 17.618803\n9 0.24583830 -0.6610127 33.699798\n10 -1.55146305 0.8083098 16.231517<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>T\u00fcm de\u011fi\u015fkenleri standartla\u015ft\u0131r\u0131n<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, <strong>mutate_all<\/strong> i\u015flevini kullanarak bir veri \u00e7er\u00e7evesindeki <em>t\u00fcm<\/em> de\u011fi\u015fkenlerin nas\u0131l \u00f6l\u00e7eklenece\u011fini g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#make this example reproducible<\/span> \nset.seed(1)\n\n<span style=\"color: #008080;\">#create original data frame\n<\/span>df &lt;- data.frame(var1= runif(10, 0, 50), \n                 var2= runif(10, 2, 23),\n                 var3= runif(10, 5, 38))\n\n<span style=\"color: #008080;\">#scale all variables to have mean = 0 and standard deviation = 1<\/span>\ndf4 &lt;- df %&gt;% <span style=\"color: #3366ff;\">mutate_all<\/span> (~( <span style=\"color: #3366ff;\">scale<\/span> (.) %&gt;% <span style=\"color: #3366ff;\">as.vector<\/span> ))\ndf4\n\n          var1 var2 var3\n1 -0.90606801 -1.3045574 1.6819976\n2 -0.56830963 -1.4133223 -0.6715858\n3 0.06760377 0.4739961 0.7600871\n4 1.13001072 -0.6459703 -0.9536246\n5 -1.10827188 0.7801967 -0.4921813\n6 1.09890684 -0.2259798 -0.1049130\n7 1.24554014 0.5871157 -1.3189757\n8 0.34621281 1.6012242 -0.1170501\n9 0.24583830 -0.6610127 1.4702281\n10 -1.55146305 0.8083098 -0.2539824<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\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\/rdeki-veriler-nasil-normallestirilir\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;deki veriler nas\u0131l normalle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/r-cinsinden-standart-sapma\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de standart sapma nas\u0131l hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/eksik-degerleri-rye-yukle\/\" target=\"_blank\" rel=\"noopener noreferrer\">Eksik de\u011ferlerin t\u00fcm\u00fc R&#8217;ye nas\u0131l aktar\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/verileri-rye-donustur\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de Veri Nas\u0131l D\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr (Log, Kare K\u00f6k, K\u00fcp K\u00f6k)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bir veri k\u00fcmesini standartla\u015ft\u0131rmak, veri k\u00fcmesindeki t\u00fcm de\u011ferlerin ortalama de\u011fer 0 ve standart sapma 1 olacak \u015fekilde \u00f6l\u00e7eklenmesi anlam\u0131na gelir. Bunu yapman\u0131n en yayg\u0131n yolu, a\u015fa\u011f\u0131daki form\u00fcl\u00fc kullanarak de\u011ferleri \u00f6l\u00e7eklendiren z-puan\u0131 standardizasyonunu kullanmakt\u0131r: (x ben \u2013 x ) \/ s Alt\u0131n: x i : veri k\u00fcmesinin i&#8217;inci de\u011feri x : \u00d6rnek \u015fu anlama gelir: s [&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-1118","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 Veriler Nas\u0131l Standartla\u015ft\u0131r\u0131l\u0131r (\u00d6rneklerle) \u2013 Statoryaller<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, R&#039;deki verilerin nas\u0131l 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