{"id":778,"date":"2023-07-28T19:14:30","date_gmt":"2023-07-28T19:14:30","guid":{"rendered":"https:\/\/statorials.org\/tr\/hamsi\/"},"modified":"2023-07-28T19:14:30","modified_gmt":"2023-07-28T19:14:30","slug":"hamsi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/hamsi\/","title":{"rendered":"Ancova&#39;ya giri\u015f (varyans analizi)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>ANCOVA<\/strong> \u201ckovaryans analizi\u201d anlam\u0131na gelir.<\/span> <span style=\"color: #000000;\">Bir ANCOVA&#8217;n\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamak i\u00e7in \u00f6ncelikle ANOVA&#8217;y\u0131 anlamak yard\u0131mc\u0131 olur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir<\/span> <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova\/\" target=\"_blank\" rel=\"noopener noreferrer\">ANOVA <span style=\"color: #000000;\">&nbsp;<\/span><\/a> <span style=\"color: #000000;\">(Varyans analizi) \u00fc\u00e7 veya daha fazla ba\u011f\u0131ms\u0131z grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, \u00e7al\u0131\u015fma tekni\u011finin bir s\u0131n\u0131ftaki \u00f6\u011frencilerin s\u0131nav puanlar\u0131n\u0131 etkileyip etkilemedi\u011fini bilmek istedi\u011fimizi varsayal\u0131m. S\u0131n\u0131f\u0131 rastgele \u00fc\u00e7 gruba ay\u0131rd\u0131k. Her grup bir s\u0131nava haz\u0131rlanmak i\u00e7in bir ay boyunca farkl\u0131 bir \u00e7al\u0131\u015fma tekni\u011fi kullan\u0131r. Ay sonunda t\u00fcm \u00f6\u011frenciler ayn\u0131 s\u0131nava girerler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00c7al\u0131\u015fma tekni\u011finin s\u0131nav puanlar\u0131 \u00fczerinde etkisi olup olmad\u0131\u011f\u0131n\u0131 \u00f6\u011frenmek i\u00e7in tek y\u00f6nl\u00fc bir ANOVA ger\u00e7ekle\u015ftirebiliriz; bu bize \u00fc\u00e7 grubun ortalama puanlar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 s\u00f6yleyecektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>ANCOVA,<\/strong> <em>bir veya daha fazla <a href=\"https:\/\/statorials.org\/tr\/ortak-degisken-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">ortak de\u011fi\u015fkeni<\/a> hesaba katt\u0131ktan sonra \u00fc\u00e7 veya daha fazla ba\u011f\u0131ms\u0131z grup aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek istedi\u011fimiz ANOVA&#8217;n\u0131n bir uzant\u0131s\u0131d\u0131r.<\/em><\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>Ortak de\u011fi\u015fken<\/strong> , yan\u0131t de\u011fi\u015fkenine g\u00f6re de\u011fi\u015fen s\u00fcrekli bir de\u011fi\u015fkendir.<\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin ders \u00e7al\u0131\u015fma tekni\u011finin s\u0131nav puanlar\u0131na etkisinin olup olmad\u0131\u011f\u0131n\u0131 bilmek istiyoruz <em>ancak \u00f6\u011frencinin halihaz\u0131rda s\u0131n\u0131fta ald\u0131\u011f\u0131 notu da hesaba katmak istiyoruz<\/em> . Mevcut notlar\u0131n\u0131 ortak de\u011fi\u015fken olarak kullanabilir ve ANCOVA yaparak \u00fc\u00e7 grubun ortalama s\u0131nav puanlar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirleyebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu, ortak de\u011fi\u015fkenin etkisi ortadan kald\u0131r\u0131ld\u0131\u011f\u0131nda \u00e7al\u0131\u015fma tekni\u011finin s\u0131nav puanlar\u0131 \u00fczerinde bir etkisi olup olmad\u0131\u011f\u0131n\u0131 test etmemize olanak tan\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Dolay\u0131s\u0131yla, e\u011fer \u00fc\u00e7 \u00e7al\u0131\u015fma tekni\u011fi aras\u0131nda s\u0131nav puanlar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark oldu\u011funu bulursak, bu fark\u0131n <em>\u00f6\u011frencilerin s\u0131n\u0131ftaki mevcut notu dikkate al\u0131nd\u0131ktan sonra bile var oldu\u011fundan emin olabiliriz (c &#8216;yani, e\u011fer zaten iyi durumdalar m\u0131 veya zaten iyi durumdalar m\u0131?) s\u0131n\u0131fta de\u011fil)<\/em> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>ANCOVA varsay\u0131mlar\u0131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">ANCOVA ger\u00e7ekle\u015ftirmeden \u00f6nce a\u015fa\u011f\u0131daki varsay\u0131mlar\u0131n kar\u015f\u0131land\u0131\u011f\u0131ndan emin olmak \u00f6nemlidir:<\/span><\/p>\n<ul data-slot-rendered-dynamic=\"true\">\n<li> <span style=\"color: #000000;\"><strong>Ortak de\u011fi\u015fken(ler) ve fakt\u00f6r de\u011fi\u015fken(ler)i ba\u011f\u0131ms\u0131zd\u0131r<\/strong> \u2013 Ortak de\u011fi\u015fken ve fakt\u00f6r de\u011fi\u015fkeni birbirinden ba\u011f\u0131ms\u0131z olmal\u0131d\u0131r, \u00e7\u00fcnk\u00fc modele bir ortak de\u011fi\u015fken terimi eklemek yaln\u0131zca ortak de\u011fi\u015fken ve fakt\u00f6r de\u011fi\u015fkeni ba\u011f\u0131ms\u0131z olarak hareket ederse anlaml\u0131 olur. yan\u0131t de\u011fi\u015fkeni<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Ortak de\u011fi\u015fken(ler) s\u00fcrekli verilerdir.<\/strong> Ortak de\u011fi\u015fkenler s\u00fcrekli olmal\u0131d\u0131r (yani aral\u0131k veya oran verileri).<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Varyanslar\u0131n homojenli\u011fi<\/strong> \u2013 Gruplar aras\u0131ndaki varyanslar yakla\u015f\u0131k olarak e\u015fit olmal\u0131d\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Ba\u011f\u0131ms\u0131zl\u0131k<\/strong> \u2013 Her gruptaki g\u00f6zlemler ba\u011f\u0131ms\u0131z olmal\u0131d\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Normallik<\/strong> \u2013 Veriler her grupta yakla\u015f\u0131k olarak normal \u015fekilde da\u011f\u0131t\u0131lmal\u0131d\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>A\u015f\u0131r\u0131 u\u00e7 de\u011ferler yok<\/strong> \u2013 Gruplar\u0131n hi\u00e7birinde ANCOVA sonu\u00e7lar\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde etkileyebilecek a\u015f\u0131r\u0131 u\u00e7 de\u011ferler olmamal\u0131d\u0131r.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>ANCOVA: \u00f6rnek<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir \u00f6\u011fretmen, \u00fc\u00e7 farkl\u0131 \u00e7al\u0131\u015fma tekni\u011finin s\u0131nav puanlar\u0131n\u0131 etkileyip etkilemedi\u011fini bilmek istiyor ancak \u00f6\u011frencinin halihaz\u0131rda s\u0131n\u0131fta ald\u0131\u011f\u0131 notu da hesaba katmak istiyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki de\u011fi\u015fkenleri kullanarak bir ANCOVA ger\u00e7ekle\u015ftirecektir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Fakt\u00f6r de\u011fi\u015fkeni:<\/strong> teknik \u00e7al\u0131\u015fma<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Ortak de\u011fi\u015fken:<\/strong> mevcut puan<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Yan\u0131t de\u011fi\u015fkeni:<\/strong> s\u0131nav puan\u0131<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki tabloda \u00e7al\u0131\u015fmaya kat\u0131lmak \u00fczere se\u00e7ilen 15 \u00f6\u011frencinin veri seti sunulmaktad\u0131r:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8542 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anova1.png\" alt=\"\" width=\"443\" height=\"296\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Veri seti \u00fczerinde ANCOVA ger\u00e7ekle\u015ftirdikten sonra \u00f6\u011fretmen a\u015fa\u011f\u0131daki sonu\u00e7lar\u0131 elde eder:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8543 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anova2.png\" alt=\"ANCOVA tablosu\" width=\"480\" height=\"90\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u00c7al\u0131\u015fma tekni\u011finin p de\u011feri <strong>0,03155&#8217;tir<\/strong> . Bu de\u011fer 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan, <em>\u00f6\u011frencinin s\u0131n\u0131ftaki mevcut notu hesaba kat\u0131ld\u0131ktan sonra bile<\/em> her \u00e7al\u0131\u015fma tekni\u011finin ayn\u0131 ortalama s\u0131nav notuna yol a\u00e7t\u0131\u011f\u0131 y\u00f6n\u00fcndeki s\u0131f\u0131r hipotezini reddedebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Hangi \u00e7al\u0131\u015fma tekniklerinin farkl\u0131 ortalama s\u0131nav puanlar\u0131 \u00fcretti\u011fini tam olarak belirlemek i\u00e7in \u00f6\u011fretmenin <a href=\"https:\/\/statorials.org\/tr\/post-hoc-anova-testleri\/\" target=\"_blank\" rel=\"noopener noreferrer\">post-hoc testler<\/a> yapmas\u0131 gerekecektir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/ancova-excel\/\" target=\"_blank\" rel=\"noopener noreferrer\">Excel&#8217;de ANCOVA nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/rdeki-ancova\/\" target=\"_blank\" rel=\"noopener noreferrer\">R&#8217;de ANCOVA nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/ancova-pitonu\/\">Python&#8217;da ANCOVA nas\u0131l ger\u00e7ekle\u015ftirilir?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/anova-ancova-manova-mancova-arasindaki-farklar\/\" target=\"_blank\" rel=\"noopener noreferrer\">ANOVA, ANCOVA, MANOVA ve MANCOVA aras\u0131ndaki farklar<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ANCOVA \u201ckovaryans analizi\u201d anlam\u0131na gelir. Bir ANCOVA&#8217;n\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamak i\u00e7in \u00f6ncelikle ANOVA&#8217;y\u0131 anlamak yard\u0131mc\u0131 olur. Bir ANOVA &nbsp; (Varyans analizi) \u00fc\u00e7 veya daha fazla ba\u011f\u0131ms\u0131z grubun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r. \u00d6rne\u011fin, \u00e7al\u0131\u015fma tekni\u011finin bir s\u0131n\u0131ftaki \u00f6\u011frencilerin s\u0131nav puanlar\u0131n\u0131 etkileyip etkilemedi\u011fini bilmek istedi\u011fimizi varsayal\u0131m. S\u0131n\u0131f\u0131 rastgele \u00fc\u00e7 [&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-778","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>ANCOVA&#039;ya giri\u015f (Varyans Analizi) - Statoryaller<\/title>\n<meta name=\"description\" content=\"Tan\u0131m ve \u00f6rnekler de dahil olmak \u00fczere ANCOVA&#039;ya basit bir giri\u015f.\" \/>\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\/hamsi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ANCOVA&#039;ya giri\u015f (Varyans Analizi) - Statoryaller\" \/>\n<meta property=\"og:description\" content=\"Tan\u0131m ve \u00f6rnekler de dahil olmak \u00fczere ANCOVA&#039;ya basit bir giri\u015f.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/hamsi\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T19:14:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anova1.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=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/hamsi\/\",\"url\":\"https:\/\/statorials.org\/tr\/hamsi\/\",\"name\":\"ANCOVA&#39;ya giri\u015f (Varyans Analizi) - Statoryaller\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-28T19:14:30+00:00\",\"dateModified\":\"2023-07-28T19:14:30+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Tan\u0131m ve \u00f6rnekler de dahil olmak \u00fczere ANCOVA&#39;ya basit bir giri\u015f.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/hamsi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/hamsi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/hamsi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Ancova&#39;ya giri\u015f (varyans analizi)\"}]},{\"@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":"ANCOVA&#39;ya giri\u015f (Varyans Analizi) - Statoryaller","description":"Tan\u0131m ve \u00f6rnekler de dahil olmak \u00fczere ANCOVA&#39;ya basit bir giri\u015f.","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\/hamsi\/","og_locale":"tr_TR","og_type":"article","og_title":"ANCOVA&#39;ya giri\u015f (Varyans Analizi) - Statoryaller","og_description":"Tan\u0131m ve \u00f6rnekler de dahil olmak \u00fczere ANCOVA&#39;ya basit bir giri\u015f.","og_url":"https:\/\/statorials.org\/tr\/hamsi\/","og_site_name":"Statorials","article_published_time":"2023-07-28T19:14:30+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/anova1.png"}],"author":"Dr.benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Dr.benjamin anderson","Tahmini okuma s\u00fcresi":"4 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/tr\/hamsi\/","url":"https:\/\/statorials.org\/tr\/hamsi\/","name":"ANCOVA&#39;ya giri\u015f (Varyans Analizi) - Statoryaller","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-28T19:14:30+00:00","dateModified":"2023-07-28T19:14:30+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Tan\u0131m ve \u00f6rnekler de dahil olmak \u00fczere ANCOVA&#39;ya basit bir giri\u015f.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/hamsi\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/hamsi\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/hamsi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"Ancova&#39;ya giri\u015f (varyans analizi)"}]},{"@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\/778","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=778"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/778\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}