{"id":3215,"date":"2023-07-18T15:39:28","date_gmt":"2023-07-18T15:39:28","guid":{"rendered":"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/"},"modified":"2023-07-18T15:39:28","modified_gmt":"2023-07-18T15:39:28","slug":"rde-tanimlayici-istatistikler","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/","title":{"rendered":"R&#39;de tan\u0131mlay\u0131c\u0131 i\u0307statistikler nas\u0131l hesaplan\u0131r (\u00f6rnekle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Tan\u0131mlay\u0131c\u0131 istatistikler<\/strong> bir veri k\u00fcmesini tan\u0131mlayan de\u011ferlerdir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Veri setindeki de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131n yan\u0131 s\u0131ra veri setinin <a href=\"https:\/\/statorials.org\/tr\/merkezi-egilimi-olcer\/\" target=\"_blank\" rel=\"noopener\">merkezinin<\/a> nerede oldu\u011funu anlamam\u0131za da yard\u0131mc\u0131 olurlar.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;de tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak i\u00e7in kullanabilece\u011fimiz iki fonksiyon vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 1: Summary() i\u015flevini kullan\u0131n<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>summary(my_data)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Summary()<\/strong> i\u015flevi, R&#8217;deki bir veri \u00e7er\u00e7evesindeki her de\u011fi\u015fken i\u00e7in a\u015fa\u011f\u0131daki de\u011ferleri hesaplar:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Asgari<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">1. \u00e7eyrek<\/span><\/li>\n<li> <span style=\"color: #000000;\">Medyan<\/span><\/li>\n<li> <span style=\"color: #000000;\">Anlam<\/span><\/li>\n<li> <span style=\"color: #000000;\">3. \u00e7eyrek<\/span><\/li>\n<li> <span style=\"color: #000000;\">Maksimum<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">Y\u00f6ntem 2: sapply() i\u015flevini kullan\u0131n<\/span><\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sapply(my_data, sd, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>sapply()<\/strong> i\u015flevi, bir veri \u00e7er\u00e7evesindeki her de\u011fi\u015fken i\u00e7in <strong>Summary()<\/strong> i\u015flevi taraf\u0131ndan hesaplananlar d\u0131\u015f\u0131ndaki tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak i\u00e7in kullan\u0131labilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin yukar\u0131daki <strong>sapply()<\/strong> i\u015flevi, bir veri \u00e7er\u00e7evesindeki her de\u011fi\u015fkenin standart sapmas\u0131n\u0131 hesaplar.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, R&#8217;deki bir veri \u00e7er\u00e7evesindeki de\u011fi\u015fkenler i\u00e7in tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak amac\u0131yla bu iki i\u015flevin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: R&#8217;de tan\u0131mlay\u0131c\u0131 istatistiklerin hesaplanmas\u0131<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">R&#8217;de \u00fc\u00e7 de\u011fi\u015fken i\u00e7eren a\u015fa\u011f\u0131daki veri \u00e7er\u00e7evesine sahip oldu\u011fumuzu varsayal\u0131m:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(1, 4, 4, 5, 6, 7, 10, 12),\n                 y=c(2, 2, 3, 3, 4, 5, 11, 11),\n                 z=c(8, 9, 9, 9, 10, 13, 15, 17))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   X Y Z\n1 1 2 8\n2 4 2 9\n3 4 3 9\n4 5 3 9\n5 6 4 10\n6 7 5 13\n7 10 11 15\n8 12 11 17<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Her de\u011fi\u015fken i\u00e7in \u00e7e\u015fitli tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak amac\u0131yla <strong>Summary()<\/strong> i\u015flevini kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for each variable<\/span>\nsummary(df)\n\n       xyz Min. : 1,000 Min. : 2,000 Min. : 8.00  \n 1st Qu.: 4,000 1st Qu.: 2,750 1st Qu.: 9.00  \n Median: 5,500 Median: 3,500 Median: 9.50  \n Mean: 6.125 Mean: 5.125 Mean: 11.25  \n 3rd Qu.: 7,750 3rd Qu.: 6,500 3rd Qu.: 13.50  \n Max. :12,000 Max. :11,000 Max. :17.00<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Veri \u00e7er\u00e7evesindeki belirli de\u011fi\u015fkenler i\u00e7in yaln\u0131zca tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak i\u00e7in parantezleri de kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for 'x' and 'z' only<\/span>\nsummary(df[, c(' <span style=\"color: #ff0000;\">x<\/span> ', ' <span style=\"color: #ff0000;\">z<\/span> ')])\n\n       xz Min. : 1,000 Min. : 8.00  \n 1st Qu.: 4.000 1st Qu.: 9.00  \n Median: 5.500 Median: 9.50  \n Mean: 6.125 Mean: 11.25  \n 3rd Qu.: 7.750 3rd Qu.: 13.50  \n Max. :12,000 Max. :17.00 \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Her de\u011fi\u015fken i\u00e7in spesifik tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak i\u00e7in <strong>sapply()<\/strong> fonksiyonunu da kullanabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki kod her de\u011fi\u015fkenin standart sapmas\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate standard deviation for each variable<\/span>\nsapply(df, sd, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )\n\n       X Y Z\n3.522884 3.758324 3.327376<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak i\u00e7in <strong>sapply()<\/strong> i\u00e7indeki bir <strong>function() i\u015flevini<\/strong> de kullanabiliriz.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki kod her de\u011fi\u015fken i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/rdeki-plaj\/\" target=\"_blank\" rel=\"noopener\">aral\u0131\u011f\u0131n<\/a> nas\u0131l hesaplanaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate range for each variable<\/span>\nsapply(df, function(df) max(df, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> )-min(df, na. <span style=\"color: #3366ff;\">rm<\/span> = <span style=\"color: #008000;\">TRUE<\/span> ))\n\n X Y Z\n11 9 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Son olarak, tan\u0131mlay\u0131c\u0131 istatistikleri hesaplayan karma\u015f\u0131k bir fonksiyon olu\u015fturabilir ve daha sonra bu fonksiyonu <strong>sapply()<\/strong> fonksiyonuyla birlikte kullanabiliriz.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin a\u015fa\u011f\u0131daki kod, veri \u00e7er\u00e7evesindeki her de\u011fi\u015fkenin <a href=\"https:\/\/statorials.org\/tr\/rdeki-mod\/\" target=\"_blank\" rel=\"noopener\">modunun<\/a> nas\u0131l hesaplanaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define function that calculates mode<\/span>\nfind_mode &lt;- <span style=\"color: #008000;\">function<\/span> (x) {\n  u &lt;- unique(x)\n  tab &lt;- tabulate(match(x, u))\n  u[tab <span style=\"color: #3366ff;\">==<\/span> max(tab)]\n}\n\n<span style=\"color: #008080;\">#calculate mode for each variable\n<\/span>sapply(df, find_mode)\n\n$x\n[1] 4\n\n$y\n[1] 2 3 11\n\n$z\n[1] 9\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan \u015funu g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">x de\u011fi\u015fkeninin modu <strong>4&#8217;t\u00fcr<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Y de\u011fi\u015fkeninin modu <strong>2<\/strong> , <strong>3<\/strong> ve <strong>11&#8217;dir<\/strong> (bu de\u011ferlerin her biri en s\u0131k g\u00f6r\u00fcld\u00fc\u011f\u00fc i\u00e7in)<\/span><\/li>\n<li> <span style=\"color: #000000;\">z de\u011fi\u015fkeninin modu <strong>9&#8217;dur<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Summary()<\/strong> ve <strong>sapply()<\/strong> i\u015flevlerini kullanarak, bir veri \u00e7er\u00e7evesindeki her de\u011fi\u015fken i\u00e7in istedi\u011fimiz tan\u0131mlay\u0131c\u0131 istatistikleri hesaplayabiliriz.<\/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\/rdeki-ozet-tablo\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de \u00f6zet tablolar nas\u0131l olu\u015fturulur<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rde-ceyrekler-arasi-aralik\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de \u00e7eyrekler aras\u0131 aral\u0131k nas\u0131l bulunur?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/aykiri-degerleri-kaldir-r\/\" target=\"_blank\" rel=\"noopener\">R&#8217;de ayk\u0131r\u0131 de\u011ferler nas\u0131l kald\u0131r\u0131l\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tan\u0131mlay\u0131c\u0131 istatistikler bir veri k\u00fcmesini tan\u0131mlayan de\u011ferlerdir. Veri setindeki de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131n yan\u0131 s\u0131ra veri setinin merkezinin nerede oldu\u011funu anlamam\u0131za da yard\u0131mc\u0131 olurlar. R&#8217;de tan\u0131mlay\u0131c\u0131 istatistikleri hesaplamak i\u00e7in kullanabilece\u011fimiz iki fonksiyon vard\u0131r: Y\u00f6ntem 1: Summary() i\u015flevini kullan\u0131n summary(my_data) Summary() i\u015flevi, R&#8217;deki bir veri \u00e7er\u00e7evesindeki her de\u011fi\u015fken i\u00e7in a\u015fa\u011f\u0131daki de\u011ferleri hesaplar: Asgari 1. \u00e7eyrek Medyan Anlam 3. [&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-3215","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 Tan\u0131mlay\u0131c\u0131 \u0130statistikler Nas\u0131l Hesaplan\u0131r (\u00d6rnekle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, R&#039;de tan\u0131mlay\u0131c\u0131 istatistiklerin nas\u0131l hesaplanaca\u011f\u0131 bir \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\/rde-tanimlayici-istatistikler\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R&#039;de Tan\u0131mlay\u0131c\u0131 \u0130statistikler Nas\u0131l Hesaplan\u0131r (\u00d6rnekle) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde, R&#039;de tan\u0131mlay\u0131c\u0131 istatistiklerin nas\u0131l hesaplanaca\u011f\u0131 bir \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T15:39:28+00:00\" \/>\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=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/\",\"url\":\"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/\",\"name\":\"R&#39;de Tan\u0131mlay\u0131c\u0131 \u0130statistikler Nas\u0131l Hesaplan\u0131r (\u00d6rnekle) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-18T15:39:28+00:00\",\"dateModified\":\"2023-07-18T15:39:28+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde, R&#39;de tan\u0131mlay\u0131c\u0131 istatistiklerin nas\u0131l hesaplanaca\u011f\u0131 bir \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/rde-tanimlayici-istatistikler\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"R&#39;de tan\u0131mlay\u0131c\u0131 i\u0307statistikler nas\u0131l hesaplan\u0131r (\u00f6rnekle)\"}]},{\"@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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