{"id":2606,"date":"2023-07-21T13:08:01","date_gmt":"2023-07-21T13:08:01","guid":{"rendered":"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/"},"modified":"2023-07-21T13:08:01","modified_gmt":"2023-07-21T13:08:01","slug":"tahmin-hatasi-istatistikleri","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/","title":{"rendered":"I\u0307statistiklerde tahmin hatas\u0131 nedir? (tan\u0131m ve \u00f6rnekler)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte <strong>tahmin hatas\u0131<\/strong> , belirli modellerin tahmin etti\u011fi de\u011ferler ile ger\u00e7ek de\u011ferler aras\u0131ndaki fark\u0131 ifade eder.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tahmin hatas\u0131 genellikle iki ba\u011flamda kullan\u0131l\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. Do\u011frusal regresyon:<\/strong> S\u00fcrekli yan\u0131t de\u011fi\u015fkeninin de\u011ferini tahmin etmek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Genellikle do\u011frusal bir regresyon modelinin tahmin hatas\u0131n\u0131, ortalama kare hatas\u0131 anlam\u0131na gelen <a href=\"https:\/\/statorials.org\/tr\/rmse-nasil-yorumlanir\/\" target=\"_blank\" rel=\"noopener\">RMSE<\/a> olarak bilinen bir metrikle \u00f6l\u00e7eriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u015fekilde hesaplan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\">RMSE = \u221a <span style=\"border-top: 1px solid black;\">\u03a3(\u0177 <sub>ben<\/sub> \u2013 y <sub>ben<\/sub> ) <sup>2<\/sup> \/ n<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u03a3 \u201ctoplam\u201d anlam\u0131na gelen bir sembold\u00fcr<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0177 <sub>i,<\/sub> <sup>i&#8217;inci<\/sup> g\u00f6zlem i\u00e7in tahmin edilen de\u011ferdir<\/span><\/li>\n<li> <span style=\"color: #000000;\">y <sub>i,<\/sub> <sup>i&#8217;inci<\/sup> g\u00f6zlem i\u00e7in g\u00f6zlemlenen de\u011ferdir<\/span><\/li>\n<li> <span style=\"color: #000000;\">n \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fcd\u00fcr<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>2. Lojistik regresyon:<\/strong> ikili yan\u0131t de\u011fi\u015fkeninin de\u011ferini tahmin etmek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Lojistik regresyon modelinin tahmin hatas\u0131n\u0131 \u00f6l\u00e7menin yayg\u0131n bir yolu, toplam s\u0131n\u0131fland\u0131rma hatas\u0131 oran\u0131 olarak bilinen bir \u00f6l\u00e7\u00fcm kullanmakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u015fekilde hesaplan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Toplam yanl\u0131\u015f s\u0131n\u0131fland\u0131rma oran\u0131 = (# yanl\u0131\u015f tahmin \/ # toplam tahmin)<\/span><\/p>\n<p> <span style=\"color: #000000;\">Yanl\u0131\u015f s\u0131n\u0131fland\u0131rma oran\u0131n\u0131n de\u011feri ne kadar d\u00fc\u015f\u00fck olursa, model yan\u0131t de\u011fi\u015fkeninin sonu\u00e7lar\u0131n\u0131 o kadar iyi tahmin edebilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rneklerde do\u011frusal regresyon modeli ve lojistik regresyon modeli i\u00e7in tahmin hatas\u0131n\u0131n pratikte nas\u0131l hesaplanaca\u011f\u0131 g\u00f6sterilmektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Do\u011frusal regresyonda tahmin hatas\u0131n\u0131 hesaplama<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir basketbol ma\u00e7\u0131nda 10 oyuncunun ka\u00e7 puan alaca\u011f\u0131n\u0131 tahmin etmek i\u00e7in bir regresyon modeli kulland\u0131\u011f\u0131m\u0131z\u0131 varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki tablo, model taraf\u0131ndan tahmin edilen puanlar\u0131n, oyuncular\u0131n att\u0131\u011f\u0131 ger\u00e7ek puanlarla kar\u015f\u0131la\u015ft\u0131rmas\u0131n\u0131 g\u00f6stermektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20563 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mse_1.png\" alt=\"\" width=\"275\" height=\"319\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Hatan\u0131n ortalama karek\u00f6k\u00fcn\u00fc (RMSE) \u015fu \u015fekilde hesaplar\u0131z:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">RMSE = \u221a <span style=\"border-top: 1px solid black;\">\u03a3(\u0177 <sub>ben<\/sub> \u2013 y <sub>ben<\/sub> ) <sup>2<\/sup> \/ n<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">RMSE = \u221a(((14-12) <sup>2<\/sup> +(15-15) <sup>2<\/sup> +(18-20) <sup>2<\/sup> +(19-16) <sup>2<\/sup> +(25-20) <sup>2<\/sup> +(18-19) <sup>2<\/sup> +(12- 16) <sup>2<\/sup> +(12-20) <sup>2<\/sup> +(15-16) <sup>2<\/sup> +(22-16) <sup>2<\/sup> ) \/ 10)<\/span><\/li>\n<li> <span style=\"color: #000000;\">RMSE = 4<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ortalama kare hatas\u0131 <strong>4&#8217;t\u00fcr.<\/strong> Bu bize, at\u0131lan tahmin edilen puanlar ile at\u0131lan ger\u00e7ek puanlar aras\u0131ndaki ortalama sapman\u0131n 4 oldu\u011funu s\u00f6yler.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\" target=\"_blank\" rel=\"noopener\">\u0130yi bir RMSE de\u011feri nedir?<\/a><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Lojistik regresyonda tahmin hatas\u0131n\u0131 hesaplama<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">10 kolej basketbol oyuncusunun NBA&#8217;e al\u0131n\u0131p al\u0131nmayaca\u011f\u0131n\u0131 tahmin etmek i\u00e7in lojistik regresyon modeli kulland\u0131\u011f\u0131m\u0131z\u0131 varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki tablo, her oyuncunun tahmini sonucunu ger\u00e7ek sonuca g\u00f6re g\u00f6sterir (1 = taslak, 0 = taslaks\u0131z):<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23014 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/erreur-precedente.jpg\" alt=\"\" width=\"270\" height=\"312\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Toplam yanl\u0131\u015f s\u0131n\u0131fland\u0131rma oran\u0131n\u0131 \u015fu \u015fekilde hesaplayabiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Toplam yanl\u0131\u015f s\u0131n\u0131fland\u0131rma oran\u0131 = (# yanl\u0131\u015f tahmin \/ # toplam tahmin)<\/span><\/li>\n<li> <span style=\"color: #000000;\">Toplam s\u0131n\u0131fland\u0131rma hata oran\u0131 = 4\/10<\/span><\/li>\n<li> <span style=\"color: #000000;\">Toplam yanl\u0131\u015f s\u0131n\u0131fland\u0131rma oran\u0131 = %40<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Toplam s\u0131n\u0131fland\u0131rma hata oran\u0131 <strong>%40&#8217;t\u0131r<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu de\u011fer olduk\u00e7a y\u00fcksek, bu da modelin bir oyuncunun draft edilip edilmeyece\u011fini tahmin etme konusunda pek iyi bir i\u015f \u00e7\u0131karmad\u0131\u011f\u0131n\u0131 g\u00f6steriyor.<\/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\u011fitimler farkl\u0131 regresyon y\u00f6ntemlerine giri\u015f sa\u011flar:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/dogrusal-regresyon-1\/\" target=\"_blank\" rel=\"noopener\">Basit Do\u011frusal Regresyona Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon\/\" target=\"_blank\" rel=\"noopener\">\u00c7oklu Do\u011frusal Regresyona Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/lojistik-regresyon-1\/\" target=\"_blank\" rel=\"noopener\">Lojistik Regresyona Giri\u015f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte tahmin hatas\u0131 , belirli modellerin tahmin etti\u011fi de\u011ferler ile ger\u00e7ek de\u011ferler aras\u0131ndaki fark\u0131 ifade eder. Tahmin hatas\u0131 genellikle iki ba\u011flamda kullan\u0131l\u0131r: 1. Do\u011frusal regresyon: S\u00fcrekli yan\u0131t de\u011fi\u015fkeninin de\u011ferini tahmin etmek i\u00e7in kullan\u0131l\u0131r. Genellikle do\u011frusal bir regresyon modelinin tahmin hatas\u0131n\u0131, ortalama kare hatas\u0131 anlam\u0131na gelen RMSE olarak bilinen bir metrikle \u00f6l\u00e7eriz. A\u015fa\u011f\u0131daki \u015fekilde hesaplan\u0131r: RMSE [&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-2606","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>\u0130statistiklerde tahmin hatas\u0131 nedir? (Tan\u0131m ve \u00f6rnekler) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, resmi bir tan\u0131m ve \u00e7e\u015fitli \u00f6rnekler de dahil olmak \u00fczere istatistiklerdeki tahmin hatas\u0131n\u0131n bir a\u00e7\u0131klamas\u0131 sa\u011flanmaktad\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\/tahmin-hatasi-istatistikleri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0130statistiklerde tahmin hatas\u0131 nedir? (Tan\u0131m ve \u00f6rnekler) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde, resmi bir tan\u0131m ve \u00e7e\u015fitli \u00f6rnekler de dahil olmak \u00fczere istatistiklerdeki tahmin hatas\u0131n\u0131n bir a\u00e7\u0131klamas\u0131 sa\u011flanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T13:08:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mse_1.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=\"2 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/\",\"url\":\"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/\",\"name\":\"\u0130statistiklerde tahmin hatas\u0131 nedir? (Tan\u0131m ve \u00f6rnekler) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-21T13:08:01+00:00\",\"dateModified\":\"2023-07-21T13:08:01+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde, resmi bir tan\u0131m ve \u00e7e\u015fitli \u00f6rnekler de dahil olmak \u00fczere istatistiklerdeki tahmin hatas\u0131n\u0131n bir a\u00e7\u0131klamas\u0131 sa\u011flanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"I\u0307statistiklerde tahmin hatas\u0131 nedir? (tan\u0131m ve \u00f6rnekler)\"}]},{\"@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":"\u0130statistiklerde tahmin hatas\u0131 nedir? (Tan\u0131m ve \u00f6rnekler) - Statorials","description":"Bu e\u011fitimde, resmi bir tan\u0131m ve \u00e7e\u015fitli \u00f6rnekler de dahil olmak \u00fczere istatistiklerdeki tahmin hatas\u0131n\u0131n bir a\u00e7\u0131klamas\u0131 sa\u011flanmaktad\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\/tahmin-hatasi-istatistikleri\/","og_locale":"tr_TR","og_type":"article","og_title":"\u0130statistiklerde tahmin hatas\u0131 nedir? (Tan\u0131m ve \u00f6rnekler) - Statorials","og_description":"Bu e\u011fitimde, resmi bir tan\u0131m ve \u00e7e\u015fitli \u00f6rnekler de dahil olmak \u00fczere istatistiklerdeki tahmin hatas\u0131n\u0131n bir a\u00e7\u0131klamas\u0131 sa\u011flanmaktad\u0131r.","og_url":"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/","og_site_name":"Statorials","article_published_time":"2023-07-21T13:08:01+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mse_1.png"}],"author":"Dr.benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Dr.benjamin anderson","Tahmini okuma s\u00fcresi":"2 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/","url":"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/","name":"\u0130statistiklerde tahmin hatas\u0131 nedir? (Tan\u0131m ve \u00f6rnekler) - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-21T13:08:01+00:00","dateModified":"2023-07-21T13:08:01+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Bu e\u011fitimde, resmi bir tan\u0131m ve \u00e7e\u015fitli \u00f6rnekler de dahil olmak \u00fczere istatistiklerdeki tahmin hatas\u0131n\u0131n bir a\u00e7\u0131klamas\u0131 sa\u011flanmaktad\u0131r.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/tahmin-hatasi-istatistikleri\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"I\u0307statistiklerde tahmin hatas\u0131 nedir? (tan\u0131m ve \u00f6rnekler)"}]},{"@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\/2606","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=2606"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/2606\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=2606"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=2606"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=2606"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}