{"id":3913,"date":"2023-07-14T19:23:04","date_gmt":"2023-07-14T19:23:04","guid":{"rendered":"https:\/\/statorials.org\/tr\/sas-guven-araligi\/"},"modified":"2023-07-14T19:23:04","modified_gmt":"2023-07-14T19:23:04","slug":"sas-guven-araligi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/sas-guven-araligi\/","title":{"rendered":"Sas&#39;ta g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/guvenilirlik-araligi\/\" target=\"_blank\" rel=\"noopener noreferrer\">G\u00fcven aral\u0131\u011f\u0131,<\/a> belirli bir g\u00fcven d\u00fczeyine sahip bir <a href=\"https:\/\/statorials.org\/tr\/istatistik-ve-parametre\/\" target=\"_blank\" rel=\"noopener noreferrer\">pop\u00fclasyon parametresini<\/a> i\u00e7ermesi muhtemel bir de\u011fer aral\u0131\u011f\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde R&#8217;de a\u015fa\u011f\u0131daki g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1.<\/strong> Pop\u00fclasyon ortalamas\u0131 i\u00e7in g\u00fcven aral\u0131\u011f\u0131<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2.<\/strong> Pop\u00fclasyon ortalamalar\u0131ndaki fark i\u00e7in g\u00fcven aral\u0131\u011f\u0131<\/span><\/p>\n<p> <span style=\"color: #000000;\">Hadi gidelim!<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: SAS&#8217;ta pop\u00fclasyon ortalamas\u0131 i\u00e7in g\u00fcven aral\u0131\u011f\u0131<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Hepsi ayn\u0131 t\u00fcre ait olan 12 bitkiden olu\u015fan rastgele bir \u00f6rne\u011fin y\u00fcksekli\u011fini (in\u00e7 cinsinden) i\u00e7eren a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span><\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">inputHeight<\/span> ;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n14\n14\n16\n13\n12\n17\n15\n14\n15\n13\n15\n14\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31468 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/confsas1.jpg\" alt=\"\" width=\"122\" height=\"355\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu t\u00fcr\u00fcn ger\u00e7ek ortalama pop\u00fclasyon b\u00fcy\u00fckl\u00fc\u011f\u00fc i\u00e7in %95&#8217;lik bir g\u00fcven d\u00fczeyi hesaplamak istedi\u011fimizi varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu yapmak i\u00e7in SAS&#8217;ta a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*generate 95% confidence interval for population mean*\/\n<\/span><span style=\"color: #800080;\">proc ttest<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">alpha<\/span> = <span style=\"color: #008000;\">0.05<\/span> ;\n    <span style=\"color: #3366ff;\">varHeight<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31469 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/confsas2.jpg\" alt=\"\" width=\"388\" height=\"272\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ortalama<\/strong> de\u011feri \u00f6rnek ortalamas\u0131n\u0131 belirtir ve <strong>%95 CL Ortalamas\u0131ndan<\/strong> k\u00fc\u00e7\u00fck de\u011ferler pop\u00fclasyon ortalamas\u0131 i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7lardan, bu pop\u00fclasyonun ortalama bitki a\u011f\u0131rl\u0131\u011f\u0131 i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131n\u0131n <strong>[13,4624 in\u00e7, 15,2042 in\u00e7]<\/strong> oldu\u011funu g\u00f6rebiliriz.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: SAS&#8217;ta pop\u00fclasyon ortalamalar\u0131ndaki farka ili\u015fkin g\u00fcven aral\u0131\u011f\u0131<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0130ki farkl\u0131 t\u00fcre ait rastgele bir bitki \u00f6rne\u011finin y\u00fcksekli\u011fini (in\u00e7 cinsinden) i\u00e7eren a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> my_data2;\n    <span style=\"color: #3366ff;\">input<\/span> Species $Height;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 14\nAt 14\nAt 16\nAt 13\nAT 12\nAt 17\nAt 15\nAt 14\nAt 15\nAt 13\nB15\nB14\nB 19\nB 19\nB17\nB 18\nB20\nB 19\nB17\nB15\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data2;<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31470 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/confsas3.jpg\" alt=\"\" width=\"174\" height=\"511\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A t\u00fcr\u00fc ile B t\u00fcr\u00fc aras\u0131ndaki ortalama pop\u00fclasyon b\u00fcy\u00fckl\u00fc\u011f\u00fc fark\u0131 i\u00e7in %95&#8217;lik bir g\u00fcven d\u00fczeyi hesaplamak istedi\u011fimizi varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu yapmak i\u00e7in SAS&#8217;ta a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*sort data by Species to ensure confidence interval is calculated correctly*\/\n<\/span><span style=\"color: #800080;\">proc sort<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data2;\n    <span style=\"color: #3366ff;\">by<\/span> Species;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*generate 95% confidence interval for difference in population means*\/\n<\/span><span style=\"color: #800080;\">proc ttest<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data2 <span style=\"color: #3366ff;\">alpha<\/span> = <span style=\"color: #008000;\">0.05<\/span> ;\n    <span style=\"color: #3366ff;\">class<\/span> Species;\n    <span style=\"color: #3366ff;\">varHeight<\/span> ;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31471 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/confsas4.jpg\" alt=\"\" width=\"533\" height=\"532\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7ta bakmam\u0131z gereken ilk tablo, her bir \u00f6rnek aras\u0131ndaki varyans\u0131n e\u015fit olup olmad\u0131\u011f\u0131n\u0131 test eden <strong>Varyanslar\u0131n E\u015fitli\u011fi<\/strong> tablosudur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu tabloda p de\u011feri 0,05&#8217;ten k\u00fc\u00e7\u00fck olmad\u0131\u011f\u0131ndan iki grup aras\u0131ndaki farklar\u0131n e\u015fit oldu\u011funu varsayabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">B\u00f6ylece pop\u00fclasyon ortalamalar\u0131ndaki fark i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131n\u0131 bulmak \u00fczere <strong>birle\u015ftirilmi\u015f<\/strong> varyans\u0131 kullanan do\u011fruya bakabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Sonu\u00e7tan, pop\u00fclasyon ortalamalar\u0131 aras\u0131ndaki fark i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131n\u0131n <strong>[-4,6895 in\u00e7, -1,1305 in\u00e7]<\/strong> oldu\u011funu g\u00f6rebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu bize A t\u00fcr\u00fcn\u00fcn ve B t\u00fcr\u00fcn\u00fcn ortalama bitki boyu aras\u0131ndaki ger\u00e7ek fark\u0131n -4,6895 in\u00e7 ile -1,1305 in\u00e7 aras\u0131nda oldu\u011fundan %95 emin olabilece\u011fimizi s\u00f6yl\u00fcyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/guven-araligi-sifir-iceriyor\/\" target=\"_blank\" rel=\"noopener\">0&#8217;\u0131n bu g\u00fcven aral\u0131\u011f\u0131nda olmamas\u0131<\/a> , iki pop\u00fclasyonun ortalamalar\u0131 aras\u0131nda istatistiksel olarak anlaml\u0131 bir fark oldu\u011funu g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde SAS&#8217;ta 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\/hava-kilidinde-bir-test-ornegi\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta tek \u00f6rnekli t testi nas\u0131l yap\u0131l\u0131r?<\/a><br \/> SAS&#8217;ta iki \u00f6rnekli t testi nas\u0131l yap\u0131l\u0131r?<br \/> <a href=\"https:\/\/statorials.org\/tr\/sasta-eslestirilmis-t-testi\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta e\u015fle\u015ftirilmi\u015f \u00f6rnekler t testi nas\u0131l ger\u00e7ekle\u015ftirilir?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>G\u00fcven aral\u0131\u011f\u0131, belirli bir g\u00fcven d\u00fczeyine sahip bir pop\u00fclasyon parametresini i\u00e7ermesi muhtemel bir de\u011fer aral\u0131\u011f\u0131d\u0131r. Bu e\u011fitimde R&#8217;de a\u015fa\u011f\u0131daki g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r: 1. Pop\u00fclasyon ortalamas\u0131 i\u00e7in g\u00fcven aral\u0131\u011f\u0131 2. Pop\u00fclasyon ortalamalar\u0131ndaki fark i\u00e7in g\u00fcven aral\u0131\u011f\u0131 Hadi gidelim! \u00d6rnek 1: SAS&#8217;ta pop\u00fclasyon ortalamas\u0131 i\u00e7in g\u00fcven aral\u0131\u011f\u0131 Hepsi ayn\u0131 t\u00fcre ait olan 12 bitkiden olu\u015fan [&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-3913","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>SAS - Statorials&#039;de g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde SAS&#039;ta g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle 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\/sas-guven-araligi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS - Statorials&#039;de g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde SAS&#039;ta g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/sas-guven-araligi\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-14T19:23:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/confsas1.jpg\" \/>\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\/sas-guven-araligi\/\",\"url\":\"https:\/\/statorials.org\/tr\/sas-guven-araligi\/\",\"name\":\"SAS - Statorials&#39;de g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-14T19:23:04+00:00\",\"dateModified\":\"2023-07-14T19:23:04+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde SAS&#39;ta g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/sas-guven-araligi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/sas-guven-araligi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/sas-guven-araligi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Sas&#39;ta g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?\"}]},{\"@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":"SAS - Statorials&#39;de g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?","description":"Bu e\u011fitimde SAS&#39;ta g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle 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\/sas-guven-araligi\/","og_locale":"tr_TR","og_type":"article","og_title":"SAS - Statorials&#39;de g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?","og_description":"Bu e\u011fitimde SAS&#39;ta g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.","og_url":"https:\/\/statorials.org\/tr\/sas-guven-araligi\/","og_site_name":"Statorials","article_published_time":"2023-07-14T19:23:04+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/confsas1.jpg"}],"author":"Dr.benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Dr.benjamin anderson","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/tr\/sas-guven-araligi\/","url":"https:\/\/statorials.org\/tr\/sas-guven-araligi\/","name":"SAS - Statorials&#39;de g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-14T19:23:04+00:00","dateModified":"2023-07-14T19:23:04+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Bu e\u011fitimde SAS&#39;ta g\u00fcven aral\u0131klar\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/sas-guven-araligi\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/sas-guven-araligi\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/sas-guven-araligi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"Sas&#39;ta g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r?"}]},{"@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\/3913","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=3913"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/3913\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=3913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=3913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=3913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}