{"id":3080,"date":"2023-07-19T07:41:45","date_gmt":"2023-07-19T07:41:45","guid":{"rendered":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/"},"modified":"2023-07-19T07:41:45","modified_gmt":"2023-07-19T07:41:45","slug":"tek-degiskenli-ve-cok-degiskenli-analiz","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/","title":{"rendered":"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Tek de\u011fi\u015fkenli analiz<\/strong> terimi, bir de\u011fi\u015fkenin analizini ifade eder. Bunu \u201cuni\u201d \u00f6n ekinin \u201cbir\u201d anlam\u0131na gelmesinden dolay\u0131 hat\u0131rlayabilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u00c7ok de\u011fi\u015fkenli analiz<\/strong> terimi birden fazla de\u011fi\u015fkenin analizini ifade eder. Bunu hat\u0131rl\u0131yorsunuz \u00e7\u00fcnk\u00fc \u201cmulti\u201d \u00f6n eki \u201cbirden fazla\u201d anlam\u0131na geliyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Tek de\u011fi\u015fkenli analiz<\/strong> ger\u00e7ekle\u015ftirmenin \u00fc\u00e7 yayg\u0131n yolu vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. \u00d6zet istatistikler<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Bir de\u011fi\u015fkenin ortalamas\u0131 veya medyan\u0131 gibi <a href=\"https:\/\/statorials.org\/tr\/merkezi-egilimi-olcer\/\" target=\"_blank\" rel=\"noopener\">merkezi e\u011filim \u00f6l\u00e7\u00fclerini<\/a> hesaplayabiliriz.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Bir de\u011fi\u015fkenin standart sapmas\u0131 gibi da\u011f\u0131l\u0131m \u00f6l\u00e7\u00fclerini de hesaplayabiliriz.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>2. Frekans da\u011f\u0131l\u0131mlar\u0131<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Bir de\u011fi\u015fken i\u00e7in her bir de\u011ferin ne s\u0131kl\u0131kta g\u00f6r\u00fcnd\u00fc\u011f\u00fcn\u00fc a\u00e7\u0131klayan bir <a href=\"https:\/\/statorials.org\/tr\/bagil-frekans-dagilimi\/\" target=\"_blank\" rel=\"noopener\">frekans da\u011f\u0131l\u0131m\u0131<\/a> olu\u015fturabiliriz.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>3. Grafikler<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Kutu grafikleri, histogramlar, yo\u011funluk grafikleri vb. grafikler olu\u015fturabiliriz. bir de\u011fi\u015fkenin de\u011ferlerinin da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>\u00c7ok de\u011fi\u015fkenli analiz<\/strong> ger\u00e7ekle\u015ftirmenin iki yayg\u0131n yolu vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. Da\u011f\u0131l\u0131m grafi\u011fi matrisi<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Bir veri k\u00fcmesindeki de\u011fi\u015fkenlerin her ikili kombinasyonu aras\u0131ndaki ili\u015fkiyi g\u00f6rselle\u015ftirmemize olanak tan\u0131yan bir da\u011f\u0131l\u0131m grafi\u011fi matrisi olu\u015fturabiliriz.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>2. Makine \u00f6\u011frenimi algoritmalar\u0131<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u00c7oklu \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fkenler ile bir yan\u0131t de\u011fi\u015fkeni aras\u0131ndaki ili\u015fkiyi \u00f6l\u00e7en <a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon\/\" target=\"_blank\" rel=\"noopener\">\u00e7oklu do\u011frusal regresyon<\/a> gibi bir modele uymak i\u00e7in denetimli bir \u00f6\u011frenme algoritmas\u0131 kullanabiliriz.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Bir veri k\u00fcmesindeki birden fazla de\u011fi\u015fken aras\u0131ndaki yap\u0131y\u0131 ve ili\u015fkileri ayn\u0131 anda bulmak i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/rde-temel-bilesen-analizi\/\" target=\"_blank\" rel=\"noopener\">temel bile\u015fen analizi<\/a> gibi denetimsiz bir \u00f6\u011frenme algoritmas\u0131 da kullanabiliriz.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, a\u015fa\u011f\u0131daki veri seti ile tek de\u011fi\u015fkenli ve \u00e7ok de\u011fi\u015fkenli analizin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6stermektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14664 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni1.png\" alt=\"\" width=\"438\" height=\"261\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Tam olarak iki de\u011fi\u015fkeni analiz etti\u011finizde buna <a href=\"https:\/\/statorials.org\/tr\/iki-degiskenli-analiz\/\" target=\"_blank\" rel=\"noopener\">iki de\u011fi\u015fkenli analiz<\/a> denir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: Tek De\u011fi\u015fkenli Analiz Nas\u0131l Ger\u00e7ekle\u015ftirilir<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Veri k\u00fcmesindeki bireysel de\u011fi\u015fkenlerden herhangi biri \u00fczerinde tek de\u011fi\u015fkenli bir analiz yapmay\u0131 se\u00e7ebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, <strong>Hane b\u00fcy\u00fckl\u00fc\u011f\u00fc<\/strong> de\u011fi\u015fkeni \u00fczerinde tek de\u011fi\u015fkenli bir analiz yapmay\u0131 se\u00e7ebiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14665\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni2.png\" alt=\"Tek de\u011fi\u015fkenli analiz \u00f6rne\u011fi\" width=\"451\" height=\"276\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Hanehalk\u0131 b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn merkezi e\u011filim \u00f6l\u00e7\u00fclerini a\u015fa\u011f\u0131daki \u015fekilde hesaplayabiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Ortalama (ortalama de\u011fer): 3,8<\/span><\/li>\n<li> <span style=\"color: #000000;\">Medyan (ortalama de\u011fer): 4<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu de\u011ferler bize \u201cmerkezi\u201d de\u011ferin nerede oldu\u011fu konusunda fikir veriyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca a\u015fa\u011f\u0131daki da\u011f\u0131l\u0131m \u00f6l\u00e7\u00fclerini de hesaplayabiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Aral\u0131k (maks. ve min. aras\u0131ndaki fark): 6<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00c7eyrekler aras\u0131 \u00f6l\u00e7ek (de\u011ferlerin ortadaki %50&#8217;sinin da\u011f\u0131l\u0131m\u0131): 2,5<\/span><\/li>\n<li> <span style=\"color: #000000;\">Standart sapma (ortalama yay\u0131lma \u00f6l\u00e7\u00fcs\u00fc): 1,87<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu de\u011ferler bize bu de\u011fi\u015fkenin de\u011ferlerinin da\u011f\u0131l\u0131m\u0131 hakk\u0131nda fikir vermektedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Farkl\u0131 de\u011ferlerin ne s\u0131kl\u0131kta ortaya \u00e7\u0131kt\u0131\u011f\u0131n\u0131 \u00f6zetlemek i\u00e7in a\u015fa\u011f\u0131daki frekans da\u011f\u0131l\u0131m tablosunu da olu\u015fturabiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14667 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni3.png\" alt=\"\" width=\"208\" height=\"191\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">De\u011ferlerin hane b\u00fcy\u00fckl\u00fc\u011f\u00fcne g\u00f6re da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in bir kutu grafi\u011fi de olu\u015fturabiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14668 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni4.png\" alt=\"\" width=\"383\" height=\"349\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Alternatif olarak de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in bir histogram olu\u015fturabiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-14669 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni5.png\" alt=\"\" width=\"412\" height=\"413\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu \u00f6l\u00e7\u00fcmleri hesaplay\u0131p bu grafikleri olu\u015fturarak Hane B\u00fcy\u00fckl\u00fc\u011f\u00fc de\u011fi\u015fkenine ili\u015fkin de\u011ferlerin nas\u0131l da\u011f\u0131ld\u0131\u011f\u0131n\u0131 daha iyi anlayabiliriz.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: \u00c7ok De\u011fi\u015fkenli Analiz Nas\u0131l Ger\u00e7ekle\u015ftirilir?<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Tekrar ayn\u0131 veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-14664 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni1.png\" alt=\"\" width=\"463\" height=\"277\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesi \u00fczerinde ger\u00e7ekle\u015ftirebilece\u011fimiz \u00e7ok de\u011fi\u015fkenli analizin basit bir bi\u00e7imi, veri k\u00fcmesindeki say\u0131sal de\u011fi\u015fkenlerin her ikili kombinasyonu i\u00e7in bir da\u011f\u0131l\u0131m grafi\u011fi g\u00f6steren bir matris olan bir <strong>da\u011f\u0131l\u0131m grafi\u011fi matrisi<\/strong> olu\u015fturmakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Hane b\u00fcy\u00fckl\u00fc\u011f\u00fc, y\u0131ll\u0131k gelir ve evcil hayvan say\u0131s\u0131 aras\u0131ndaki ili\u015fkiyi e\u015f zamanl\u0131 olarak g\u00f6rselle\u015ftirmek i\u00e7in bu t\u00fcr bir matris olu\u015fturabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Kaynak<\/strong> : R&#8217;de da\u011f\u0131l\u0131m grafi\u011fi matrisinin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6rmek i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/r-arsa-ciftleri\/\" target=\"_blank\" rel=\"noopener\">bu e\u011fitime<\/a> g\u00f6z at\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesi \u00fczerinde \u00e7ok de\u011fi\u015fkenli analiz ger\u00e7ekle\u015ftirmenin ba\u015fka bir yolu da <strong>\u00e7oklu do\u011frusal regresyon modeline<\/strong> uymak olacakt\u0131r. \u00d6rne\u011fin, y\u0131ll\u0131k geliri tahmin etmek i\u00e7in hane halk\u0131 b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc ve evcil hayvan say\u0131s\u0131n\u0131 kullanan bir regresyon modeli olu\u015fturabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Kaynak<\/strong> : R&#8217;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6rmek i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon-r\/\" target=\"_blank\" rel=\"noopener\">bu e\u011fitime<\/a> g\u00f6z at\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesinde \u00e7ok de\u011fi\u015fkenli analiz ger\u00e7ekle\u015ftirmenin bir ba\u015fka yolu, veri k\u00fcmesinde temel yap\u0131y\u0131 bulmam\u0131za olanak tan\u0131yan <strong>temel bile\u015fen analizini<\/strong> ger\u00e7ekle\u015ftirmek olacakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Kaynak<\/strong> : R&#8217;de temel bile\u015fen analizinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6rmek i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/rde-temel-bilesen-analizi\/\" target=\"_blank\" rel=\"noopener\">bu e\u011fitime<\/a> g\u00f6z at\u0131n.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00c7\u00f6z\u00fcm<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0130\u015fte bu makalenin k\u0131sa bir \u00f6zeti:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Tek de\u011fi\u015fkenli analiz tek de\u011fi\u015fkenin analizidir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00c7ok de\u011fi\u015fkenli analiz birden fazla de\u011fi\u015fkenin analizidir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Nihai hedefinize ba\u011fl\u0131 olarak her analiz t\u00fcr\u00fcn\u00fc ger\u00e7ekle\u015ftirmenin farkl\u0131 yollar\u0131 vard\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Ger\u00e7ek d\u00fcnyada, genellikle her iki analiz t\u00fcr\u00fcn\u00fc de tek bir veri seti \u00fczerinde ger\u00e7ekle\u015ftiririz.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Tek de\u011fi\u015fkenli analiz bir de\u011fi\u015fkene ait de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131 anlamam\u0131z\u0131 sa\u011flarken, \u00e7ok de\u011fi\u015fkenli analiz birden fazla de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi anlamam\u0131z\u0131 sa\u011flar.<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Tek de\u011fi\u015fkenli analiz terimi, bir de\u011fi\u015fkenin analizini ifade eder. Bunu \u201cuni\u201d \u00f6n ekinin \u201cbir\u201d anlam\u0131na gelmesinden dolay\u0131 hat\u0131rlayabilirsiniz. \u00c7ok de\u011fi\u015fkenli analiz terimi birden fazla de\u011fi\u015fkenin analizini ifade eder. Bunu hat\u0131rl\u0131yorsunuz \u00e7\u00fcnk\u00fc \u201cmulti\u201d \u00f6n eki \u201cbirden fazla\u201d anlam\u0131na geliyor. Tek de\u011fi\u015fkenli analiz ger\u00e7ekle\u015ftirmenin \u00fc\u00e7 yayg\u0131n yolu vard\u0131r: 1. \u00d6zet istatistikler Bir de\u011fi\u015fkenin ortalamas\u0131 veya medyan\u0131 gibi [&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-3080","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>Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir? - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, tek de\u011fi\u015fkenli ve \u00e7ok de\u011fi\u015fkenli analiz aras\u0131ndaki fark 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\/tek-degiskenli-ve-cok-degiskenli-analiz\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir? - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde, tek de\u011fi\u015fkenli ve \u00e7ok de\u011fi\u015fkenli analiz aras\u0131ndaki fark birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T07:41:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni1.png\" \/>\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=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/\",\"url\":\"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/\",\"name\":\"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir? - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-19T07:41:45+00:00\",\"dateModified\":\"2023-07-19T07:41:45+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde, tek de\u011fi\u015fkenli ve \u00e7ok de\u011fi\u015fkenli analiz aras\u0131ndaki fark birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir?\"}]},{\"@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. Daha fazlas\u0131n\u0131 bil\",\"sameAs\":[\"https:\/\/statorials.org\/tr\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir? - Statorials","description":"Bu e\u011fitimde, tek de\u011fi\u015fkenli ve \u00e7ok de\u011fi\u015fkenli analiz aras\u0131ndaki fark birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/","og_locale":"tr_TR","og_type":"article","og_title":"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir? - Statorials","og_description":"Bu e\u011fitimde, tek de\u011fi\u015fkenli ve \u00e7ok de\u011fi\u015fkenli analiz aras\u0131ndaki fark birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.","og_url":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/","og_site_name":"Statorials","article_published_time":"2023-07-19T07:41:45+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/uni1.png"}],"author":"Dr.benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Dr.benjamin anderson","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/","url":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/","name":"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir? - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-19T07:41:45+00:00","dateModified":"2023-07-19T07:41:45+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Bu e\u011fitimde, tek de\u011fi\u015fkenli ve \u00e7ok de\u011fi\u015fkenli analiz aras\u0131ndaki fark birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/tek-degiskenli-ve-cok-degiskenli-analiz\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"Tek de\u011fi\u015fkenli veya \u00e7ok de\u011fi\u015fkenli analiz: fark nedir?"}]},{"@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. Daha fazlas\u0131n\u0131 bil","sameAs":["https:\/\/statorials.org\/tr"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/3080","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/comments?post=3080"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/3080\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=3080"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=3080"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=3080"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}