{"id":686,"date":"2023-07-29T02:37:17","date_gmt":"2023-07-29T02:37:17","guid":{"rendered":"https:\/\/statorials.org\/tr\/grubbs-testi-r\/"},"modified":"2023-07-29T02:37:17","modified_gmt":"2023-07-29T02:37:17","slug":"grubbs-testi-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/grubbs-testi-r\/","title":{"rendered":"R&#39;de grubbs test cihaz\u0131 nas\u0131l \u00e7al\u0131\u015ft\u0131r\u0131l\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Grubbs testi,<\/strong> bir veri setindeki ayk\u0131r\u0131 de\u011ferlerin varl\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131labilecek istatistiksel bir testtir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu testi kullanmak i\u00e7in bir veri setinin yakla\u015f\u0131k olarak normal da\u011f\u0131l\u0131ma sahip olmas\u0131 ve en az 7 g\u00f6zlem i\u00e7ermesi gerekir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde, bir veri k\u00fcmesindeki ayk\u0131r\u0131 de\u011ferleri tespit etmek i\u00e7in R&#8217;de Grubbs testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: R&#8217;de Grubbs testi<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">R&#8217;de Grubbs testini ger\u00e7ekle\u015ftirmek i\u00e7in <strong>Outliers<\/strong> paketindeki a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan <strong>grubbs.test()<\/strong> i\u015flevini kullanabiliriz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>grubbs.test(x, t\u00fcr = 10, kar\u015f\u0131t = YANLI\u015e, \u00e7ift tarafl\u0131 = YANLI\u015e)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>x:<\/strong> veri de\u011ferlerinin say\u0131sal bir vekt\u00f6r\u00fc<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u015funu yaz\u0131n:<\/strong> 10 = maksimum de\u011ferin ayk\u0131r\u0131 olup olmad\u0131\u011f\u0131n\u0131 test edin, 11 = minimum ve maksimum de\u011ferlerin ayk\u0131r\u0131 olup olmad\u0131\u011f\u0131n\u0131 test edin, 20 = kuyrukta iki ayk\u0131r\u0131 de\u011fer olup olmad\u0131\u011f\u0131n\u0131 test edin<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>tam tersi:<\/strong> ortalamadan en b\u00fcy\u00fck farka sahip de\u011feri de\u011fil, tam tersini (en \u015f\u00fcpheli olan\u0131n en y\u00fcksek olmas\u0131 durumunda en d\u00fc\u015f\u00fck, vb.) kontrol etmek isteyip istemedi\u011finizi belirten mant\u0131k.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>iki tarafl\u0131:<\/strong> testi iki tarafl\u0131 olarak ele al\u0131p almaman\u0131z gerekti\u011fini belirten mant\u0131ksal de\u011fer<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu test a\u015fa\u011f\u0131daki iki hipotezi kullan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> (s\u0131f\u0131r hipotezi):<\/strong> Verilerde ayk\u0131r\u0131 de\u011fer yoktur.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub> (alternatif hipotez):<\/strong> Verilerde ayk\u0131r\u0131 de\u011fer var.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, bir veri k\u00fcmesindeki maksimum de\u011ferin ayk\u0131r\u0131 de\u011fer olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in Grubbs testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6stermektedir:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#load Outliers package\n<\/span>library(Outliers)\n\n<span style=\"color: #008080;\">#createdata<\/span>\ndata &lt;- c(5, 14, 15, 15, 14, 13, 19, 17, 16, 20, 22, 8, 21, 28, 11, 9, 29, 40)\n\n<span style=\"color: #008080;\">#perform Grubbs' Test to see if '40' is an outlier\n<\/span>grubbs.test(data)\n\n# Grubbs test for one outlier\n#\n#data:data\n#G = 2.65990, U = 0.55935, p-value = 0.02398\n#alternative hypothesis: highest value 40 is an outlier\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Testin test istatisti\u011fi <strong>G = 2,65990&#8217;d\u0131r<\/strong> ve kar\u015f\u0131l\u0131k gelen p de\u011feri <strong>p = 0,02398&#8217;dir<\/strong> . Bu de\u011fer 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan s\u0131f\u0131r hipotezini reddedece\u011fiz ve maksimum 40 de\u011ferinin ayk\u0131r\u0131 de\u011fer oldu\u011fu sonucuna varaca\u011f\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunun yerine en d\u00fc\u015f\u00fck &#8220;5&#8221; de\u011ferinin ayk\u0131r\u0131 de\u011fer olup olmad\u0131\u011f\u0131n\u0131 test etmek istersek, <strong>z\u0131t=TRUE<\/strong> komutunu kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#perform Grubbs' Test to see if '5' is an outlier\n<\/span>grubbs.test(data, opposite= <span style=\"color: #993366;\">TRUE<\/span> )\n\n# Grubbs test for one outlier\n#\n#data:data\n#G = 1.4879, U = 0.8621, p-value = 1\n#alternative hypothesis: lowest value 5 is an outlier\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Test istatisti\u011fi <strong>G = 1,4879&#8217;dur<\/strong> ve kar\u015f\u0131l\u0131k gelen p de\u011feri <strong>p = 1&#8217;dir<\/strong> . Bu de\u011fer 0,05&#8217;ten k\u00fc\u00e7\u00fck olmad\u0131\u011f\u0131 i\u00e7in s\u0131f\u0131r hipotezini reddedemiyoruz. Minimum &#8220;5&#8221; de\u011ferinin ayk\u0131r\u0131 de\u011fer oldu\u011funu s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z yok.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Son olarak, veri setinin bir ucunda iki b\u00fcy\u00fck de\u011ferimizin oldu\u011funu varsayal\u0131m: 40 ve 42. Bu <em>iki<\/em> de\u011ferin ayk\u0131r\u0131 de\u011fer olup olmad\u0131\u011f\u0131n\u0131 test etmek i\u00e7in Grubbs testini ger\u00e7ekle\u015ftirebilir ve <strong>type=20<\/strong> de\u011ferini belirtebiliriz:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset with two large values at one end: 40 and 42<\/span>\ndata &lt;- c(5, 14, 15, 15, 14, 13, 19, 17, 16, 20, 22, 8, 21, 28, 11, 9, 29, 40, 42) \n\n<span style=\"color: #008080;\">#perform Grubbs' Test to see if both 40 and 42 are outliers\n<\/span>grubbs.test(data, type=20)\n\n# Grubbs test for two outliers\n#\n#data: data\n#U = 0.38111, p-value = 0.01195\n#alternative hypothesis: highest values 40, 42 are outliers\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Testin p de\u011feri <strong>0,01195&#8217;tir<\/strong> . Bu de\u011fer 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan s\u0131f\u0131r hipotezini reddedebilir ve 40 ve 42 de\u011ferlerinin her ikisinin de ayk\u0131r\u0131 de\u011ferler oldu\u011funu s\u00f6ylemek i\u00e7in yeterli kan\u0131t\u0131m\u0131z oldu\u011fu sonucuna varabiliriz.<\/span><\/p>\n<h2> <strong>Ayk\u0131r\u0131 de\u011ferler nas\u0131l ele al\u0131n\u0131r?<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Grubbs testi veri k\u00fcmenizde bir ayk\u0131r\u0131 de\u011fer belirlerse birka\u00e7 se\u00e7ene\u011finiz vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. De\u011ferin bir yaz\u0131m hatas\u0131 veya veri giri\u015fi hatas\u0131 olmad\u0131\u011f\u0131n\u0131 bir kez daha kontrol edin.<\/strong> Bazen veri setlerinde ayk\u0131r\u0131 de\u011ferler olarak g\u00f6r\u00fcnen de\u011ferler, basit\u00e7e bir ki\u015finin veri giri\u015fi s\u0131ras\u0131nda yapt\u0131\u011f\u0131 yaz\u0131m hatalar\u0131d\u0131r. Daha fazla karar vermeden \u00f6nce geri d\u00f6n\u00fcn ve de\u011ferin do\u011fru \u015fekilde girildi\u011fini do\u011frulay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. Ayk\u0131r\u0131 de\u011fere yeni bir de\u011fer atay\u0131n<\/strong> .<\/span> Ayk\u0131r\u0131 de\u011ferin bir yaz\u0131m hatas\u0131 veya veri giri\u015fi hatas\u0131 sonucu oldu\u011fu ortaya \u00e7\u0131karsa, buna veri k\u00fcmesinin ortalamas\u0131 <a href=\"https:\/\/statorials.org\/tr\/merkezi-egilimi-olcer\/\" target=\"_blank\" rel=\"noopener\">veya medyan\u0131<\/a> <span style=\"color: #000000;\">gibi yeni bir de\u011fer atamaya karar verebilirsiniz<\/span> .<\/p>\n<p> <span style=\"color: #000000;\"><strong>3. Ayk\u0131r\u0131 de\u011feri kald\u0131r\u0131n.<\/strong> De\u011fer ger\u00e7ekten ayk\u0131r\u0131 bir de\u011ferse ve genel analiziniz \u00fczerinde \u00f6nemli bir etkisi olacaksa onu kald\u0131rmay\u0131 se\u00e7ebilirsiniz.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Grubbs testi, bir veri setindeki ayk\u0131r\u0131 de\u011ferlerin varl\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131labilecek istatistiksel bir testtir. Bu testi kullanmak i\u00e7in bir veri setinin yakla\u015f\u0131k olarak normal da\u011f\u0131l\u0131ma sahip olmas\u0131 ve en az 7 g\u00f6zlem i\u00e7ermesi gerekir. Bu e\u011fitimde, bir veri k\u00fcmesindeki ayk\u0131r\u0131 de\u011ferleri tespit etmek i\u00e7in R&#8217;de Grubbs testinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r. \u00d6rnek: R&#8217;de Grubbs testi R&#8217;de [&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-686","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>R - Statorials&#039;ta Grubbs testi nas\u0131l yap\u0131l\u0131r?<\/title>\n<meta name=\"description\" content=\"Grubbs testinin R&#039;de nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair bir \u00f6rnekle 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\/grubbs-testi-r\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"R - Statorials&#039;ta Grubbs testi nas\u0131l yap\u0131l\u0131r?\" \/>\n<meta property=\"og:description\" content=\"Grubbs testinin R&#039;de nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair bir \u00f6rnekle basit bir a\u00e7\u0131klama.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/grubbs-testi-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-29T02:37:17+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=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/grubbs-testi-r\/\",\"url\":\"https:\/\/statorials.org\/tr\/grubbs-testi-r\/\",\"name\":\"R - Statorials&#39;ta Grubbs testi nas\u0131l yap\u0131l\u0131r?\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-29T02:37:17+00:00\",\"dateModified\":\"2023-07-29T02:37:17+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Grubbs testinin R&#39;de nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine dair bir \u00f6rnekle basit bir a\u00e7\u0131klama.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/grubbs-testi-r\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/grubbs-testi-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/grubbs-testi-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"R&#39;de grubbs test cihaz\u0131 nas\u0131l \u00e7al\u0131\u015ft\u0131r\u0131l\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. 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