{"id":420,"date":"2023-07-30T03:37:52","date_gmt":"2023-07-30T03:37:52","guid":{"rendered":"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/"},"modified":"2023-07-30T03:37:52","modified_gmt":"2023-07-30T03:37:52","slug":"regresyon-egimi-anlamlilik-testi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/","title":{"rendered":"Regresyon e\u011fiminin \u00f6nemi nas\u0131l test edilir?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Diyelim ki 12 farkl\u0131 evin metrekaresini ve fiyat\u0131n\u0131 g\u00f6steren a\u015fa\u011f\u0131daki veri setine sahibiz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1326 size-full\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regression1.png\" alt=\"Basit Do\u011frusal Regresyon \u00d6rne\u011fi\" width=\"152\" height=\"352\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Metrekare ile fiyat aras\u0131nda anlaml\u0131 bir ili\u015fki olup olmad\u0131\u011f\u0131n\u0131 bilmek istiyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Verilerin neye benzedi\u011fine dair bir fikir edinmek i\u00e7in \u00f6ncelikle x ekseninde <em>fit kare<\/em> ve y ekseninde <em>fiyat\u0131n yer<\/em> ald\u0131\u011f\u0131 bir da\u011f\u0131l\u0131m grafi\u011fi olu\u015fturuyoruz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1332 size-full\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regression3.jpg\" alt=\"Basit Do\u011frusal Regresyon Da\u011f\u0131l\u0131m Grafi\u011fi\" width=\"537\" height=\"438\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Metrekare ile fiyat aras\u0131nda pozitif bir korelasyon oldu\u011funu a\u00e7\u0131k\u00e7a g\u00f6rebiliyoruz. Metrekare artt\u0131k\u00e7a evin fiyat\u0131 da art\u0131yor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ancak metrekare ile fiyat aras\u0131nda <strong>istatistiksel olarak anlaml\u0131<\/strong> bir <strong>ili\u015fki<\/strong> olup olmad\u0131\u011f\u0131n\u0131 anlamak i\u00e7in basit bir do\u011frusal regresyon yapmam\u0131z gerekiyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu nedenle, <em>fit kareyi<\/em> \u00f6ng\u00f6r\u00fc olarak ve <em>fiyat\u0131 yan\u0131t olarak<\/em> kullanarak <a href=\"https:\/\/statorials.org\/tr\/dogrusal-regresyon-1\/\" target=\"_blank\" rel=\"noopener\">basit bir do\u011frusal regresyon<\/a> \u00e7al\u0131\u015ft\u0131r\u0131yoruz ve a\u015fa\u011f\u0131daki sonucu elde ediyoruz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1334 size-full\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regression4.png\" alt=\"Basit do\u011frusal regresyon \u00e7\u0131kt\u0131s\u0131\" width=\"445\" height=\"73\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><em>\u0130ster Excel&#8217;de, SPSS&#8217;de, R&#8217;de, isterse ba\u015fka herhangi bir yaz\u0131l\u0131mda basit bir do\u011frusal regresyon \u00e7al\u0131\u015ft\u0131r\u0131yor olun, yukar\u0131da g\u00f6sterilene benzer bir sonu\u00e7 elde edeceksiniz.<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\">Basit bir do\u011frusal regresyonun, da\u011f\u0131l\u0131m grafi\u011fimizdeki verilere en iyi &#8220;uyan&#8221; \u00e7izginin denklemi olan en iyi uyum \u00e7izgisini \u00fcretece\u011fini unutmay\u0131n. Bu en iyi uyum \u00e7izgisi \u015fu \u015fekilde tan\u0131mlan\u0131r:<\/span><\/p>\n<p style=\"text-align: center;\"> <span style=\"color: #000000;\"><strong>\u0177 = b <sub>0<\/sub> + b <sub>1<\/sub> x<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">burada \u0177 yan\u0131t de\u011fi\u015fkeninin tahmin edilen de\u011feridir, b <sub>0<\/sub> kesi\u015fme noktas\u0131d\u0131r, b <sub>1<\/sub> regresyon katsay\u0131s\u0131d\u0131r ve x yorday\u0131c\u0131 de\u011fi\u015fkenin de\u011feridir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">b <sub>0<\/sub> de\u011feri <strong>47588,70 olan orijin katsay\u0131s\u0131 ile verilmektedir.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">b <sub>1&#8217;in<\/sub> de\u011feri, 93,57 olan <em>Feet Kare<\/em> tahmin de\u011fi\u015fkeninin katsay\u0131s\u0131 ile verilmektedir <strong>.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Yani bu \u00f6rnekte en uygun do\u011fru <strong>\u0177 = 47588,70+ 93,57x&#8217;tir.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu en uygun \u00e7izgiyi nas\u0131l yorumlayaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>b <sub>0<\/sub> :<\/strong> Metrekare de\u011feri s\u0131f\u0131r oldu\u011funda beklenen ortalama fiyat de\u011feri 47.588,70$ olur. (Bu durumda, bir evin hi\u00e7bir zaman s\u0131f\u0131r metrekaresi olamayaca\u011f\u0131ndan, kesi\u015fimi yorumlamak pek mant\u0131kl\u0131 de\u011fildir)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>b <sub>1<\/sub> :<\/strong> Her ilave metrekare i\u00e7in fiyatta beklenen ortalama art\u0131\u015f 93,57$&#8217;d\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Art\u0131k her ilave metrekare i\u00e7in fiyatta beklenen ortalama art\u0131\u015f\u0131n 93,57 dolar oldu\u011funu biliyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu art\u0131\u015f\u0131n istatistiksel olarak anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 anlamak i\u00e7in B <sub>1<\/sub> i\u00e7in bir hipotez testi yapmam\u0131z veya B <sub>1<\/sub> i\u00e7in bir g\u00fcven aral\u0131\u011f\u0131 olu\u015fturmam\u0131z gerekiyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Bir hipotez testi ve g\u00fcven aral\u0131\u011f\u0131 her zaman ayn\u0131 sonu\u00e7lar\u0131 verecektir.<\/span><\/p>\n<h2> <strong><span style=\"color: #000000;\">Regresyon e\u011fimi i\u00e7in g\u00fcven aral\u0131\u011f\u0131n\u0131n olu\u015fturulmas\u0131<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Bir regresyon e\u011fimine ili\u015fkin g\u00fcven aral\u0131\u011f\u0131 olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki form\u00fcl\u00fc kullan\u0131r\u0131z:<\/span><\/p>\n<p style=\"text-align: left;\"> <span style=\"color: #000000;\">G\u00fcven aral\u0131\u011f\u0131 = b <sub>1<\/sub> +\/- (t <sub>1-\u221d\/2, n-2<\/sub> ) * (b <sub>1&#8217;in<\/sub> standart hatas\u0131)<\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">b <sub>1<\/sub> regresyon sonucunda verilen e\u011fim katsay\u0131s\u0131d\u0131r<\/span><\/li>\n<li> <span style=\"color: #000000;\">(t <sub>1-\u221d\/2, n-2<\/sub> ), n-2 serbestlik derecesine sahip 1-\u221d g\u00fcven d\u00fczeyi i\u00e7in kritik t de\u011feridir; burada <em>n<\/em> , veri setimizdeki toplam g\u00f6zlem say\u0131s\u0131d\u0131r<\/span><\/li>\n<li> <span style=\"color: #000000;\">(b <sub>1&#8217;in<\/sub> standart hatas\u0131), regresyon sonucunda verilen b <sub>1&#8217;in<\/sub> standart hatas\u0131d\u0131r<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fimiz i\u00e7in, B <sub>1<\/sub> i\u00e7in %95&#8217;lik bir g\u00fcven aral\u0131\u011f\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">b <sub>1,<\/sub> regresyon \u00e7\u0131kt\u0131s\u0131ndan 93,57&#8217;dir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">%95 g\u00fcven aral\u0131\u011f\u0131 kulland\u0131\u011f\u0131m\u0131z i\u00e7in \u221d = 0,05 ve n-2 = 12-2 = 10, yani t <sub>0,975, 10<\/sub> t da\u011f\u0131l\u0131m tablosuna g\u00f6re 2,228 olur<\/span><\/li>\n<li> <span style=\"color: #000000;\">( <sub>b1&#8217;in<\/sub> standart hatas\u0131) regresyon \u00e7\u0131kt\u0131s\u0131ndan 11,45&#8217;tir<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Dolay\u0131s\u0131yla B <sub>1<\/sub> i\u00e7in %95 g\u00fcven aral\u0131\u011f\u0131m\u0131z \u015fu \u015fekildedir:<\/span><\/p>\n<p style=\"text-align: center;\"> <span style=\"color: #000000;\">93,57 +\/- (2,228) * (11,45) = <strong>(68,06, 119,08)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu, her ilave metrekare i\u00e7in ger\u00e7ek ortalama fiyat art\u0131\u015f\u0131n\u0131n 68,06 ile 119,08 dolar aras\u0131nda olaca\u011f\u0131ndan %95 emin oldu\u011fumuz anlam\u0131na geliyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">0 dolar\u0131n bu aral\u0131kta olmad\u0131\u011f\u0131n\u0131, dolay\u0131s\u0131yla metrekare ile fiyat aras\u0131ndaki ili\u015fkinin %95 g\u00fcven d\u00fczeyinde istatistiksel olarak anlaml\u0131 oldu\u011funu unutmay\u0131n.<\/span><\/p>\n<h2> <strong><span style=\"color: #000000;\">Regresyon e\u011fimi i\u00e7in hipotez testinin yap\u0131lmas\u0131<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Bir regresyon e\u011fimine y\u00f6nelik bir hipotez testi ger\u00e7ekle\u015ftirmek i\u00e7in herhangi bir hipotez testi i\u00e7in be\u015f standart ad\u0131m\u0131 takip ederiz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 1. Hipotezleri belirtin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">S\u0131f\u0131r hipotezi (H0): B <sub>1<\/sub> = 0<\/span><\/p>\n<p> <span style=\"color: #000000;\">Alternatif hipotez: (Ha): B <sub>1<\/sub> \u2260 0<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 2. Kullan\u0131lacak bir \u00f6nem d\u00fczeyi belirleyin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6nceki \u00f6rnekte %95&#8217;lik bir g\u00fcven aral\u0131\u011f\u0131 olu\u015fturdu\u011fumuzdan, burada e\u015fde\u011fer yakla\u015f\u0131m\u0131 kullanaca\u011f\u0131z ve 0,05 anlaml\u0131l\u0131k d\u00fczeyini kullanmay\u0131 se\u00e7ece\u011fiz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 3. Test istatisti\u011fini ve kar\u015f\u0131l\u0131k gelen p de\u011ferini bulun.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu durumda test istatisti\u011fi <em>t<\/em> = b <sub>1<\/sub> katsay\u0131s\u0131 \/ b <sub>1&#8217;in<\/sub> n-2 serbestlik derecesi ile standart hatas\u0131d\u0131r. Bu de\u011ferleri regresyon sonucundan bulabiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-1327 size-full aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regression2.png\" alt=\"Basit do\u011frusal regresyon \u00e7\u0131kt\u0131s\u0131\" width=\"445\" height=\"73\" srcset=\"\" sizes=\"auto, \"><br \/> <span style=\"color: #000000;\">B\u00f6ylece test istatisti\u011fi <em>t<\/em> = 92,89 \/ 13,88 = 6,69 olur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">10 serbestlik derecesi ve iki kuyruklu test ile 6,69 puana <strong>sahip<\/strong><\/span> <a href=\"https:\/\/statorials.org\/tr\/t-puani-p-degeri-hesaplayicisi\/\" target=\"_blank\" rel=\"noopener\">T puan\u0131 &#8211; P de\u011feri hesaplay\u0131c\u0131s\u0131<\/a> <span style=\"color: #000000;\">kullan\u0131ld\u0131\u011f\u0131nda<\/span> p de\u011feri = 0,000 olur.<\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 4. Bo\u015f hipotezi reddedin veya reddetmeyin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">P de\u011feri 0,05 anlaml\u0131l\u0131k seviyemizin alt\u0131nda oldu\u011fundan s\u0131f\u0131r hipotezini reddediyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 5. Sonu\u00e7lar\u0131 yorumlay\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">S\u0131f\u0131r hipotezini reddetti\u011fimiz i\u00e7in, her ilave metrekare i\u00e7in fiyattaki ger\u00e7ek ortalama art\u0131\u015f\u0131n s\u0131f\u0131r olmad\u0131\u011f\u0131n\u0131 s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z var.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Diyelim ki 12 farkl\u0131 evin metrekaresini ve fiyat\u0131n\u0131 g\u00f6steren a\u015fa\u011f\u0131daki veri setine sahibiz: Metrekare ile fiyat aras\u0131nda anlaml\u0131 bir ili\u015fki olup olmad\u0131\u011f\u0131n\u0131 bilmek istiyoruz. Verilerin neye benzedi\u011fine dair bir fikir edinmek i\u00e7in \u00f6ncelikle x ekseninde fit kare ve y ekseninde fiyat\u0131n yer ald\u0131\u011f\u0131 bir da\u011f\u0131l\u0131m grafi\u011fi olu\u015fturuyoruz: Metrekare ile fiyat aras\u0131nda pozitif bir korelasyon oldu\u011funu [&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-420","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>Regresyon E\u011fiminin \u00d6nemi Nas\u0131l Test Edilir - Statorials<\/title>\n<meta name=\"description\" content=\"Bu ders, g\u00fcven aral\u0131klar\u0131 ve hipotez testleri kullan\u0131larak bir regresyon e\u011fiminin \u00f6neminin nas\u0131l test edilece\u011fini g\u00f6sterir.\" \/>\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\/regresyon-egimi-anlamlilik-testi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Regresyon E\u011fiminin \u00d6nemi Nas\u0131l Test Edilir - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu ders, g\u00fcven aral\u0131klar\u0131 ve hipotez testleri kullan\u0131larak bir regresyon e\u011fiminin \u00f6neminin nas\u0131l test edilece\u011fini g\u00f6sterir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-30T03:37:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regression1.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\/regresyon-egimi-anlamlilik-testi\/\",\"url\":\"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/\",\"name\":\"Regresyon E\u011fiminin \u00d6nemi Nas\u0131l Test Edilir - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-30T03:37:52+00:00\",\"dateModified\":\"2023-07-30T03:37:52+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu ders, g\u00fcven aral\u0131klar\u0131 ve hipotez testleri kullan\u0131larak bir regresyon e\u011fiminin \u00f6neminin nas\u0131l test edilece\u011fini g\u00f6sterir.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Regresyon e\u011fiminin \u00f6nemi nas\u0131l test edilir?\"}]},{\"@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":"Regresyon E\u011fiminin \u00d6nemi Nas\u0131l Test Edilir - Statorials","description":"Bu ders, g\u00fcven aral\u0131klar\u0131 ve hipotez testleri kullan\u0131larak bir regresyon e\u011fiminin \u00f6neminin nas\u0131l test edilece\u011fini g\u00f6sterir.","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\/regresyon-egimi-anlamlilik-testi\/","og_locale":"tr_TR","og_type":"article","og_title":"Regresyon E\u011fiminin \u00d6nemi Nas\u0131l Test Edilir - Statorials","og_description":"Bu ders, g\u00fcven aral\u0131klar\u0131 ve hipotez testleri kullan\u0131larak bir regresyon e\u011fiminin \u00f6neminin nas\u0131l test edilece\u011fini g\u00f6sterir.","og_url":"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/","og_site_name":"Statorials","article_published_time":"2023-07-30T03:37:52+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/regression1.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\/regresyon-egimi-anlamlilik-testi\/","url":"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/","name":"Regresyon E\u011fiminin \u00d6nemi Nas\u0131l Test Edilir - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-30T03:37:52+00:00","dateModified":"2023-07-30T03:37:52+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Bu ders, g\u00fcven aral\u0131klar\u0131 ve hipotez testleri kullan\u0131larak bir regresyon e\u011fiminin \u00f6neminin nas\u0131l test edilece\u011fini g\u00f6sterir.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/regresyon-egimi-anlamlilik-testi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"Regresyon e\u011fiminin \u00f6nemi nas\u0131l test edilir?"}]},{"@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\/420","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=420"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/420\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=420"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=420"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=420"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}