{"id":1598,"date":"2023-07-25T17:28:37","date_gmt":"2023-07-25T17:28:37","guid":{"rendered":"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/"},"modified":"2023-07-25T17:28:37","modified_gmt":"2023-07-25T17:28:37","slug":"bartletts-piton-testi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/","title":{"rendered":"Python&#39;da bartlett testi nas\u0131l yap\u0131l\u0131r (ad\u0131m ad\u0131m)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/bartlett-testi\/\" target=\"_blank\" rel=\"noopener\">Bartlett testi,<\/a><\/span> <span style=\"color: #000000;\">\u00e7e\u015fitli gruplar aras\u0131ndaki varyanslar\u0131n e\u015fit olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in yap\u0131lan istatistiksel bir testtir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir\u00e7ok istatistiksel test ( <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova\/\" target=\"_blank\" rel=\"noopener\">tek y\u00f6nl\u00fc ANOVA<\/a> gibi), \u00f6rnekler aras\u0131ndaki varyanslar\u0131n e\u015fit oldu\u011funu varsayar. Bartlett testi bu hipotezi do\u011frulamak i\u00e7in kullan\u0131labilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu test a\u015fa\u011f\u0131daki bo\u015f ve alternatif <a href=\"https:\/\/statorials.org\/tr\/hipotez-testi-1\/\" target=\"_blank\" rel=\"noopener\">hipotezleri<\/a> kullan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> Her grup aras\u0131ndaki varyans e\u015fittir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> En az bir grubun varyans\u0131 di\u011ferlerine e\u015fit de\u011fildir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Test istatisti\u011fi <em>k-1<\/em> serbestlik derecesine sahip bir Ki-kare da\u011f\u0131l\u0131m\u0131n\u0131 takip eder; burada <em>k<\/em> grup say\u0131s\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Test istatisti\u011finin kar\u015f\u0131l\u0131k gelen <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 t\u00fcm gruplar\u0131n ayn\u0131 varyansa sahip olmad\u0131\u011f\u0131 sonucuna varabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki ad\u0131m ad\u0131m \u00f6rnek, Python&#8217;da Bartlett testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini a\u00e7\u0131klamaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: Verileri olu\u015fturun<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u00dc\u00e7 farkl\u0131 \u00e7al\u0131\u015fma tekni\u011finin farkl\u0131 s\u0131nav sonu\u00e7lar\u0131na yol a\u00e7\u0131p a\u00e7mad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in, bir profes\u00f6r rastgele 10 \u00f6\u011frenciye her tekni\u011fi (Teknik A, B veya C) bir hafta boyunca kullanmalar\u0131 i\u00e7in atar ve ard\u0131ndan her \u00f6\u011frenciye e\u015fit zorlukta bir test verir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">30 \u00f6\u011frencinin s\u0131nav sonu\u00e7lar\u0131 a\u015fa\u011f\u0131da sunulmu\u015ftur:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data<\/span>\nA = [85, 86, 88, 75, 78, 94, 98, 79, 71, 80]\nB = [91, 92, 93, 85, 87, 84, 82, 88, 95, 96]\nC = [79, 78, 88, 94, 92, 85, 83, 85, 82, 81]\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Bartlett testini ger\u00e7ekle\u015ftirin<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bartlett testini ger\u00e7ekle\u015ftirmek i\u00e7in <strong>scipy.stats.bartlett()<\/strong> fonksiyonunu kullanabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fimizde bu fonksiyonun nas\u0131l kullan\u0131laca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">as<\/span> stats\n\n<span style=\"color: #008080;\">#perform Bartlett's test<\/span>\nstats. <span style=\"color: #3366ff;\">bartlett<\/span> (A, B, C)\n\nBartlettResult(statistic=3.30243757, pvalue=0.191815983)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Test a\u015fa\u011f\u0131daki sonu\u00e7lar\u0131 d\u00f6nd\u00fcr\u00fcr:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Test istatisti\u011fi <em>B<\/em> : <strong>3.3024<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">P de\u011feri: <strong>0,1918<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">P de\u011feri 0,05&#8217;ten az olmad\u0131\u011f\u0131ndan profes\u00f6r s\u0131f\u0131r hipotezini reddetme konusunda ba\u015far\u0131s\u0131z olacakt\u0131r. Ba\u015fka bir deyi\u015fle, \u00fc\u00e7 grubun farkl\u0131 bo\u015fluklara sahip oldu\u011funu s\u00f6yleyecek yeterli kan\u0131t\u0131 yok.<\/span><\/p>\n<p> <span style=\"color: #000000;\">B\u00f6ylece tek y\u00f6nl\u00fc ANOVA&#8217;y\u0131 ger\u00e7ekle\u015ftirmeye devam edebilir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/bartletts-testi-hesaplayici\/\" target=\"_blank\" rel=\"noopener\">Bartlett&#8217;in Test Hesaplay\u0131c\u0131s\u0131<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/danova-hipotezleri\/\" target=\"_blank\" rel=\"noopener\">ANOVA varsay\u0131mlar\u0131 nas\u0131l kontrol edilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/tek-yonlu-anova-pitonu\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da Tek Y\u00f6nl\u00fc ANOVA Nas\u0131l Ger\u00e7ekle\u015ftirilir<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bartlett testi, \u00e7e\u015fitli gruplar aras\u0131ndaki varyanslar\u0131n e\u015fit olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in yap\u0131lan istatistiksel bir testtir. Bir\u00e7ok istatistiksel test ( tek y\u00f6nl\u00fc ANOVA gibi), \u00f6rnekler aras\u0131ndaki varyanslar\u0131n e\u015fit oldu\u011funu varsayar. Bartlett testi bu hipotezi do\u011frulamak i\u00e7in kullan\u0131labilir. Bu test a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kullan\u0131r: H 0 : Her grup aras\u0131ndaki varyans e\u015fittir. H A : [&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-1598","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>Python&#039;da Bartlett Testi Nas\u0131l Yap\u0131l\u0131r (Ad\u0131m Ad\u0131m)<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde Bartlett testinin Python&#039;da nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi ad\u0131m ad\u0131m bir \u00f6rnekle 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\/bartletts-piton-testi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python&#039;da Bartlett Testi Nas\u0131l Yap\u0131l\u0131r (Ad\u0131m Ad\u0131m)\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde Bartlett testinin Python&#039;da nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi ad\u0131m ad\u0131m bir \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T17:28:37+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=\"2 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/\",\"url\":\"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/\",\"name\":\"Python&#39;da Bartlett Testi Nas\u0131l Yap\u0131l\u0131r (Ad\u0131m Ad\u0131m)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-25T17:28:37+00:00\",\"dateModified\":\"2023-07-25T17:28:37+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde Bartlett testinin Python&#39;da nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi ad\u0131m ad\u0131m bir \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/bartletts-piton-testi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python&#39;da bartlett testi nas\u0131l yap\u0131l\u0131r (ad\u0131m ad\u0131m)\"}]},{\"@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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