{"id":852,"date":"2023-07-28T13:18:31","date_gmt":"2023-07-28T13:18:31","guid":{"rendered":"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/"},"modified":"2023-07-28T13:18:31","modified_gmt":"2023-07-28T13:18:31","slug":"wilcoxon-isaret-siralamasi-testi-pitonu","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/","title":{"rendered":"Python&#39;da wilcoxon i\u0307\u015faretli s\u0131ralama testi nas\u0131l ger\u00e7ekle\u015ftirilir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi\/\" target=\"_blank\" rel=\"noopener\">Wilcoxon Signed-Rank testi,<\/a> <a href=\"https:\/\/statorials.org\/tr\/eslestirilmis-ornekler-t-testi-python\/\" target=\"_blank\" rel=\"noopener\">e\u015fle\u015ftirilmi\u015f \u00f6rnekler t testinin<\/a> parametrik olmayan versiyonudur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130ki \u00f6rnek aras\u0131ndaki farklar\u0131n da\u011f\u0131l\u0131m\u0131n\u0131n normal kabul edilemedi\u011fi durumlarda, iki evrenin ortalamalar\u0131 aras\u0131nda anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 test etmek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde Python&#8217;da Wilcoxon i\u015faretli s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <strong>\u00d6rnek: Python&#8217;da Wilcoxon imzal\u0131 s\u0131ralama testi<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Ara\u015ft\u0131rmac\u0131lar, yeni bir yak\u0131t i\u015fleminin belirli bir araban\u0131n ortalama mpg&#8217;sinde bir de\u011fi\u015fikli\u011fe neden olup olmad\u0131\u011f\u0131n\u0131 bilmek istiyor. Bunu test etmek i\u00e7in yak\u0131t ar\u0131tmal\u0131 ve yak\u0131ts\u0131z 12 araban\u0131n mpg&#8217;sini \u00f6l\u00e7t\u00fcler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130ki grup aras\u0131nda ortalama mpg a\u00e7\u0131s\u0131ndan bir fark olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in Python&#8217;da Wilcoxon i\u015faretli s\u0131ralama testi ger\u00e7ekle\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 kullan\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 1: Verileri olu\u015fturun.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle her araba grubu i\u00e7in mpg de\u011ferlerini tutacak iki tablo olu\u015fturaca\u011f\u0131z:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>group1 = [20, 23, 21, 25, 18, 17, 18, 24, 20, 24, 23, 19]\ngroup2 = [24, 25, 21, 22, 23, 18, 17, 28, 24, 27, 21, 23]<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Wilcoxon imzal\u0131 s\u0131ralama testi yap\u0131n.<\/strong><\/span><\/p>\n<p> Daha sonra, <span style=\"color: #000000;\">a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan bir Wilcoxon imzal\u0131 s\u0131ralama testi ger\u00e7ekle\u015ftirmek i\u00e7in scipy.stats k\u00fct\u00fcphanesindeki<\/span> <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.wilcoxon.html\" target=\"_blank\" rel=\"noopener\">wilcoxon() fonksiyonunu<\/a> <span style=\"color: #000000;\">kullanaca\u011f\u0131z<\/span> :<\/p>\n<p> <span style=\"color: #000000;\"><strong>wilcoxon(x, y, alternatif=&#8217;iki y\u00fcz&#8217;)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul data-slot-rendered-dynamic=\"true\">\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> grup 1&#8217;den \u00f6rnek g\u00f6zlemlerin tablosu<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>y:<\/strong> grup 2&#8217;den \u00f6rnek g\u00f6zlemlerin tablosu<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Alternatif:<\/strong> Alternatif hipotezi tan\u0131mlar. Varsay\u0131lan &#8220;\u00e7ift tarafl\u0131&#8221;d\u0131r ancak di\u011fer se\u00e7enekler aras\u0131nda &#8220;daha az&#8221; ve &#8220;daha b\u00fcy\u00fck&#8221; se\u00e7enekleri bulunur.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00d6zel \u00f6rne\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: #107d3f;\">import<\/span> scipy.stats <span style=\"color: #107d3f;\">as<\/span> stats\n\n<span style=\"color: #008080;\">#perform the Wilcoxon-Signed Rank Test<\/span>\nstats.wilcoxon(group1, group2)\n\n(statistic=10.5, pvalue=0.044)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Test istatisti\u011fi <strong>10,5&#8217;tir<\/strong> ve kar\u015f\u0131l\u0131k gelen iki kuyruklu p de\u011feri <strong>0,044&#8217;t\u00fcr<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Sonu\u00e7lar\u0131 yorumlay\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnekte Wilcoxon Signed-Rank testi a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kullan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> MPG iki grup aras\u0131nda e\u015fittir<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> :<\/strong> MPG iki grup aras\u0131nda e\u015fit <em>de\u011fil<\/em><\/span><\/p>\n<p> <span style=\"color: #000000;\">P de\u011feri ( <strong>0,044<\/strong> ) 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan s\u0131f\u0131r hipotezini reddediyoruz. Ger\u00e7ek ortalama mpg&#8217;nin iki grup aras\u0131nda e\u015fit olmad\u0131\u011f\u0131n\u0131 s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z var.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Wilcoxon Signed-Rank testi, e\u015fle\u015ftirilmi\u015f \u00f6rnekler t testinin parametrik olmayan versiyonudur. \u0130ki \u00f6rnek aras\u0131ndaki farklar\u0131n da\u011f\u0131l\u0131m\u0131n\u0131n normal kabul edilemedi\u011fi durumlarda, iki evrenin ortalamalar\u0131 aras\u0131nda anlaml\u0131 bir fark olup olmad\u0131\u011f\u0131n\u0131 test etmek i\u00e7in kullan\u0131l\u0131r. Bu e\u011fitimde Python&#8217;da Wilcoxon i\u015faretli s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r. \u00d6rnek: Python&#8217;da Wilcoxon imzal\u0131 s\u0131ralama testi Ara\u015ft\u0131rmac\u0131lar, yeni bir yak\u0131t i\u015fleminin belirli bir [&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-852","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 Wilcoxon \u0130\u015faretli S\u0131ralama Testi Nas\u0131l Ger\u00e7ekle\u015ftirilir - Statorials<\/title>\n<meta name=\"description\" content=\"Python&#039;da Wilcoxon imzal\u0131 s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair basit bir a\u00e7\u0131klama.\" \/>\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\/wilcoxon-isaret-siralamasi-testi-pitonu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python&#039;da Wilcoxon \u0130\u015faretli S\u0131ralama Testi Nas\u0131l Ger\u00e7ekle\u015ftirilir - Statorials\" \/>\n<meta property=\"og:description\" content=\"Python&#039;da Wilcoxon imzal\u0131 s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair basit bir a\u00e7\u0131klama.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T13:18:31+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\/wilcoxon-isaret-siralamasi-testi-pitonu\/\",\"url\":\"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/\",\"name\":\"Python&#39;da Wilcoxon \u0130\u015faretli S\u0131ralama Testi Nas\u0131l Ger\u00e7ekle\u015ftirilir - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-28T13:18:31+00:00\",\"dateModified\":\"2023-07-28T13:18:31+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Python&#39;da Wilcoxon imzal\u0131 s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair basit bir a\u00e7\u0131klama.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python&#39;da wilcoxon i\u0307\u015faretli s\u0131ralama testi nas\u0131l ger\u00e7ekle\u015ftirilir\"}]},{\"@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":"Python&#39;da Wilcoxon \u0130\u015faretli S\u0131ralama Testi Nas\u0131l Ger\u00e7ekle\u015ftirilir - Statorials","description":"Python&#39;da Wilcoxon imzal\u0131 s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair basit bir a\u00e7\u0131klama.","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\/wilcoxon-isaret-siralamasi-testi-pitonu\/","og_locale":"tr_TR","og_type":"article","og_title":"Python&#39;da Wilcoxon \u0130\u015faretli S\u0131ralama Testi Nas\u0131l Ger\u00e7ekle\u015ftirilir - Statorials","og_description":"Python&#39;da Wilcoxon imzal\u0131 s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair basit bir a\u00e7\u0131klama.","og_url":"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/","og_site_name":"Statorials","article_published_time":"2023-07-28T13:18:31+00:00","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\/wilcoxon-isaret-siralamasi-testi-pitonu\/","url":"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/","name":"Python&#39;da Wilcoxon \u0130\u015faretli S\u0131ralama Testi Nas\u0131l Ger\u00e7ekle\u015ftirilir - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-28T13:18:31+00:00","dateModified":"2023-07-28T13:18:31+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Python&#39;da Wilcoxon imzal\u0131 s\u0131ralama testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair basit bir a\u00e7\u0131klama.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/wilcoxon-isaret-siralamasi-testi-pitonu\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"Python&#39;da wilcoxon i\u0307\u015faretli s\u0131ralama testi nas\u0131l ger\u00e7ekle\u015ftirilir"}]},{"@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\/852","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=852"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/852\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=852"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=852"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=852"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}