{"id":3232,"date":"2023-07-18T13:34:22","date_gmt":"2023-07-18T13:34:22","guid":{"rendered":"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/"},"modified":"2023-07-18T13:34:22","modified_gmt":"2023-07-18T13:34:22","slug":"hipotez-testi-ve-guven-araligi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/","title":{"rendered":"Hipotez testi ve g\u00fcven aral\u0131\u011f\u0131: fark nedir?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte en s\u0131k kullan\u0131lan prosed\u00fcrlerden ikisi <a href=\"https:\/\/statorials.org\/tr\/hipotez-testi-1\/\" target=\"_blank\" rel=\"noopener\">hipotez testi<\/a> ve <a href=\"https:\/\/statorials.org\/tr\/guvenilirlik-araligi\/\" target=\"_blank\" rel=\"noopener\">g\u00fcven aral\u0131klar\u0131d\u0131r<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130\u015fte ikisi aras\u0131ndaki fark:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Hipotez testi,<\/strong> bir pop\u00fclasyon parametresi hakk\u0131ndaki bir hipotezin do\u011fru olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131lan resmi bir istatistiksel testtir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>G\u00fcven aral\u0131\u011f\u0131,<\/strong> belirli bir g\u00fcven d\u00fczeyine sahip bir pop\u00fclasyon parametresini i\u00e7ermesi muhtemel bir de\u011fer aral\u0131\u011f\u0131d\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde, benzerlikleri ve farkl\u0131l\u0131klar\u0131yla birlikte her y\u00f6ntemin k\u0131sa bir \u00f6zeti payla\u015f\u0131lmaktad\u0131r.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Hipotez Testinin Temelleri<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Bir <a href=\"https:\/\/statorials.org\/tr\/istatistik-ve-parametre\/\" target=\"_blank\" rel=\"noopener\">pop\u00fclasyon parametresine<\/a> ili\u015fkin bir hipotezin do\u011fru olup olmad\u0131\u011f\u0131n\u0131 test etmek i\u00e7in bir test hipotezi kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ger\u00e7ek d\u00fcnya hipotez testini ger\u00e7ekle\u015ftirmek i\u00e7in ara\u015ft\u0131rmac\u0131lar pop\u00fclasyondan <a href=\"https:\/\/statorials.org\/tr\/ornekleme-yontemleri\/\" target=\"_blank\" rel=\"noopener\">rastgele bir \u00f6rnek<\/a> alacak ve bo\u015f ve alternatif bir hipotez kullanarak \u00f6rnek veriler \u00fczerinde bir hipotez testi yapacakt\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Bo\u015f hipotez (H <sub>0<\/sub> ):<\/strong> \u00d6rnek veriler yaln\u0131zca tesad\u00fcften gelir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Alternatif hipotez ( <sub>HA<\/sub> ):<\/strong> \u00d6rnek veriler rastgele olmayan bir nedenden etkilenir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Hipotez testinin <a href=\"https:\/\/statorials.org\/tr\/p-degerleri-istatistiksel-anlamlilik\/\" target=\"_blank\" rel=\"noopener\">p de\u011feri<\/a> belirli bir anlaml\u0131l\u0131k d\u00fczeyinin alt\u0131ndaysa (\u00f6rne\u011fin \u03b1 = 0,05), o zaman s\u0131f\u0131r hipotezini reddedebilir ve alternatif hipotezin do\u011fru oldu\u011funu belirtmek i\u00e7in yeterli kan\u0131t\u0131m\u0131z oldu\u011fu sonucuna varabiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Hipotez Testi \u00d6rne\u011fi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir \u00fcretim tesisinin \u015fu anda 250 olan ayda \u00fcretilen kusurlu alet say\u0131s\u0131n\u0131 yeni bir y\u00f6ntemin de\u011fi\u015ftirip de\u011fi\u015ftirmedi\u011fini test etmek istedi\u011fini varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu test etmek i\u00e7in, bir ay boyunca yeni y\u00f6ntemin kullan\u0131lmas\u0131ndan \u00f6nce ve sonra \u00fcretilen hatal\u0131 widget&#8217;lar\u0131n ortalama say\u0131s\u0131n\u0131 \u00f6l\u00e7ebilirler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki hipotezleri kullanarak bir hipotez testi yapabilirler:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> \u03bc <sub>sonra<\/sub> = \u03bc <sub>\u00f6nce<\/sub> (kusurlu widget&#8217;lar\u0131n ortalama say\u0131s\u0131 yeni y\u00f6ntemin kullan\u0131lmas\u0131ndan \u00f6nce ve sonra ayn\u0131d\u0131r)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> \u03bc <sub>sonra<\/sub> \u2260 \u03bc <sub>\u00f6nce<\/sub> (\u00fcretilen hatal\u0131 par\u00e7ac\u0131klar\u0131n ortalama say\u0131s\u0131, yeni y\u00f6ntemin kullan\u0131lmas\u0131ndan \u00f6nce ve sonra farkl\u0131d\u0131r)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Diyelim ki <a href=\"https:\/\/statorials.org\/tr\/ornek-t-testi\/\" target=\"_blank\" rel=\"noopener\">tek \u00f6rnekli bir t testi<\/a> yapt\u0131lar ve 0,0032 p de\u011feri elde ettiler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu p de\u011feri \u03b1 = 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan tesis s\u0131f\u0131r hipotezini reddedebilir ve yeni y\u00f6ntemin ayda \u00fcretilen kusurlu alet say\u0131s\u0131nda bir de\u011fi\u015fiklikle sonu\u00e7land\u0131\u011f\u0131 sonucuna varabilir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>G\u00fcven Aral\u0131klar\u0131n\u0131n Temelleri<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">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.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ger\u00e7ek d\u00fcnyada bir g\u00fcven aral\u0131\u011f\u0131 hesaplamak i\u00e7in ara\u015ft\u0131rmac\u0131lar pop\u00fclasyondan <a href=\"https:\/\/statorials.org\/tr\/ornekleme-yontemleri\/\" target=\"_blank\" rel=\"noopener\">rastgele bir \u00f6rnek<\/a> alacak ve pop\u00fclasyon ortalamas\u0131 i\u00e7in bir g\u00fcven aral\u0131\u011f\u0131 hesaplamak \u00fczere a\u015fa\u011f\u0131daki form\u00fcl\u00fc kullanacaklard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>G\u00fcven aral\u0131\u011f\u0131 =<\/strong> <strong><span style=\"text-decoration: overline;\">x<\/span> +\/- z*(s\/\u221a <span style=\"text-decoration: overline;\">n<\/span> )<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong><span style=\"text-decoration: overline;\">x<\/span> :<\/strong> \u00f6rnek ortalama<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>z:<\/strong> se\u00e7ilen z de\u011feri<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s:<\/strong> numune standart sapmas\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fc<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Kulland\u0131\u011f\u0131n\u0131z z de\u011feri se\u00e7ti\u011finiz g\u00fcven d\u00fczeyine ba\u011fl\u0131d\u0131r. A\u015fa\u011f\u0131daki tabloda en yayg\u0131n g\u00fcven d\u00fczeyi se\u00e7eneklerine kar\u015f\u0131l\u0131k gelen z de\u011feri g\u00f6sterilmektedir:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<th style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>Bir g\u00fcven d\u00fczeyi<\/strong><\/span><\/th>\n<th style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>z de\u011feri<\/strong><\/span><\/th>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,90<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">1.645<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,95<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">1.96<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">0,99<\/span><\/td>\n<td style=\"text-align: center;\"> <span style=\"color: #000000;\">2.58<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3> <span style=\"color: #000000;\"><strong>G\u00fcven Aral\u0131\u011f\u0131 \u00d6rne\u011fi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir biyolo\u011fun belirli bir pop\u00fclasyondaki kaplumba\u011falar\u0131n ortalama a\u011f\u0131rl\u0131\u011f\u0131n\u0131 tahmin etmek istedi\u011fini ve a\u015fa\u011f\u0131daki bilgilerle rastgele bir kaplumba\u011fa \u00f6rne\u011fi toplad\u0131\u011f\u0131n\u0131 varsayal\u0131m:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u00d6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fc <strong>n = 25<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Ortalama numune a\u011f\u0131rl\u0131\u011f\u0131 <strong><span style=\"text-decoration: overline;\">x<\/span><\/strong> <strong>= 300<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00d6rneklem standart sapmas\u0131 <strong>s = 18,5<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ger\u00e7ek pop\u00fclasyon ortalama a\u011f\u0131rl\u0131\u011f\u0131 i\u00e7in %90 g\u00fcven aral\u0131\u011f\u0131n\u0131 \u015fu \u015fekilde hesaplayabilirsiniz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>%90 g\u00fcven aral\u0131\u011f\u0131:<\/strong> 300 +\/- 1,645*(18,5\/\u221a25) = <strong>[293,91, 306,09]<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Biyolog, bu pop\u00fclasyondaki bir kaplumba\u011fan\u0131n ger\u00e7ek ortalama a\u011f\u0131rl\u0131\u011f\u0131n\u0131n 293,1 pound ile 306,09 pound aras\u0131nda oldu\u011fundan %90 emin olabilir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Hipotez Testi ve G\u00fcven Aral\u0131\u011f\u0131: Her Biri Ne Zaman Kullan\u0131lmal\u0131<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Bir hipotez testi veya g\u00fcven aral\u0131\u011f\u0131 kullanma karar\u0131, cevaplamaya \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z soruya ba\u011fl\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir pop\u00fclasyon parametresinin de\u011ferini tahmin etmek istedi\u011finizde bir <strong>g\u00fcven aral\u0131\u011f\u0131<\/strong> kullanman\u0131z gerekir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir pop\u00fclasyon parametresine ili\u015fkin bir hipotezin muhtemelen do\u011fru olup olmad\u0131\u011f\u0131n\u0131 belirlemek istedi\u011finizde <strong>hipotez testini<\/strong> kullanmal\u0131s\u0131n\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Her yordam\u0131n ne zaman kullan\u0131laca\u011f\u0131na ili\u015fkin bilginizi s\u0131namak i\u00e7in a\u015fa\u011f\u0131daki senaryolar\u0131 g\u00f6z \u00f6n\u00fcnde bulundurun.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">Senaryo 1: \u00c7al\u0131\u015fmaya harcanan saatler<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Bir \u00fcniversite ara\u015ft\u0131rmac\u0131s\u0131n\u0131n \u00f6\u011frencilerin haftada ders \u00e7al\u0131\u015fmaya harcad\u0131klar\u0131 ortalama saat say\u0131s\u0131n\u0131 \u00f6l\u00e7mek istedi\u011fini varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu soruyu cevaplamak i\u00e7in hangi prosed\u00fcr\u00fc kullanmal\u0131d\u0131r?<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir pop\u00fclasyon parametresinin de\u011ferini tahmin etmek istedi\u011fi i\u00e7in bir <strong>g\u00fcven aral\u0131\u011f\u0131<\/strong> kullanmal\u0131d\u0131r.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">Senaryo 2: Yeni ila\u00e7<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Bir doktorun yeni bir ilac\u0131n kan bas\u0131nc\u0131n\u0131 mevcut standart ila\u00e7tan daha fazla d\u00fc\u015f\u00fcr\u00fcp d\u00fc\u015f\u00fcrmedi\u011fini test etmek istedi\u011fini varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu soruyu cevaplamak i\u00e7in hangi prosed\u00fcr\u00fc kullanmal\u0131d\u0131r?<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir pop\u00fclasyon parametresine ili\u015fkin belirli bir hipotezin do\u011fru olup olmad\u0131\u011f\u0131n\u0131 anlamak istedi\u011fi i\u00e7in <strong>hipotez testini<\/strong> kullanmal\u0131d\u0131r.<\/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 <strong>hipotez testi<\/strong> hakk\u0131nda ek bilgi sa\u011flar:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/hipotez-testi-1\/\" target=\"_blank\" rel=\"noopener\">Hipotez Testine Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/ornek-t-testi\/\" target=\"_blank\" rel=\"noopener\">Tek \u00f6rnekli t testine giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/iki-orneginizi-test-edin\/\" target=\"_blank\" rel=\"noopener\">\u0130ki \u00f6rnekli t testine giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/eslestirilmis-ornekler-t-testi\/\" target=\"_blank\" rel=\"noopener\">E\u015fle\u015ftirilmi\u015f \u00f6rnekler t-testine giri\u015f<\/a><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimler <strong>g\u00fcven aral\u0131klar\u0131<\/strong> hakk\u0131nda ek bilgi sa\u011flar:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/guvenilirlik-araligi\/\" target=\"_blank\" rel=\"noopener\">G\u00fcven Aral\u0131klar\u0131na Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/ortalama-guven-araligi\/\" target=\"_blank\" rel=\"noopener\">Bir ortalama i\u00e7in g\u00fcven aral\u0131\u011f\u0131<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/guven-araligi-orani\/\" target=\"_blank\" rel=\"noopener\">Bir orant\u0131 i\u00e7in g\u00fcven aral\u0131\u011f\u0131<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte en s\u0131k kullan\u0131lan prosed\u00fcrlerden ikisi hipotez testi ve g\u00fcven aral\u0131klar\u0131d\u0131r . \u0130\u015fte ikisi aras\u0131ndaki fark: Hipotez testi, bir pop\u00fclasyon parametresi hakk\u0131ndaki bir hipotezin do\u011fru olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131lan resmi bir istatistiksel testtir. 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, benzerlikleri ve farkl\u0131l\u0131klar\u0131yla birlikte [&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-3232","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>Hipotez testi ve g\u00fcven aral\u0131\u011f\u0131: fark nedir? - Statoryaller<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde hipotez testi ile g\u00fcven aral\u0131klar\u0131 aras\u0131ndaki fark \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\/hipotez-testi-ve-guven-araligi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hipotez testi ve g\u00fcven aral\u0131\u011f\u0131: fark nedir? - Statoryaller\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde hipotez testi ile g\u00fcven aral\u0131klar\u0131 aras\u0131ndaki fark \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T13:34:22+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=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/\",\"url\":\"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/\",\"name\":\"Hipotez testi ve g\u00fcven aral\u0131\u011f\u0131: fark nedir? - Statoryaller\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-18T13:34:22+00:00\",\"dateModified\":\"2023-07-18T13:34:22+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde hipotez testi ile g\u00fcven aral\u0131klar\u0131 aras\u0131ndaki fark \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/hipotez-testi-ve-guven-araligi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Hipotez testi ve g\u00fcven aral\u0131\u011f\u0131: 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. 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