{"id":641,"date":"2023-07-29T06:06:57","date_gmt":"2023-07-29T06:06:57","guid":{"rendered":"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/"},"modified":"2023-07-29T06:06:57","modified_gmt":"2023-07-29T06:06:57","slug":"normallik-testi-istatistigi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/","title":{"rendered":"Stata'da normallik nas\u0131l test edilir"},"content":{"rendered":"

<\/p>\n

\n

Bir\u00e7ok istatistiksel test, test sonu\u00e7lar\u0131n\u0131n g\u00fcvenilir olmas\u0131 i\u00e7in bir veya daha fazla de\u011fi\u015fkenin normal \u015fekilde da\u011f\u0131lmas\u0131n\u0131 gerektirir.<\/span><\/span><\/p>\n

Bu e\u011fitimde Stata’daki de\u011fi\u015fkenler aras\u0131ndaki normalli\u011fi test etmek i\u00e7in kullanabilece\u011finiz \u00e7e\u015fitli y\u00f6ntemler a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n

Bu y\u00f6ntemlerin her biri i\u00e7in auto<\/em> ad\u0131 verilen yerle\u015fik Stata veri k\u00fcmesini kullanaca\u011f\u0131z. Bu veri k\u00fcmesini a\u015fa\u011f\u0131daki komutu kullanarak y\u00fckleyebilirsiniz:<\/span><\/p>\n

\n

sistemin otomatik kullan\u0131m\u0131<\/strong><\/span><\/p>\n<\/blockquote>\n

Y\u00f6ntem 1: histogramlar<\/strong><\/span><\/h3>\n

Bir de\u011fi\u015fkenin normal \u015fekilde da\u011f\u0131l\u0131p da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 g\u00f6rmenin resmi olmayan bir yolu, de\u011fi\u015fkenin da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6sterecek bir histogram<\/a> olu\u015fturmakt\u0131r.<\/span><\/p>\n

De\u011fi\u015fken normal \u015fekilde da\u011f\u0131lm\u0131\u015fsa<\/em> , histogram, merkeze yak\u0131n yerlerde daha fazla de\u011fer ve kuyruklarda daha az de\u011fer bulunan bir “\u00e7an” \u015feklini almal\u0131d\u0131r.<\/span><\/p>\n

De\u011fi\u015fken yer de\u011fi\u015ftirme<\/em> i\u00e7in bir histogram olu\u015fturmak amac\u0131yla hist<\/strong> komutunu kullanabiliriz:<\/span><\/p>\n

\n

hareketli tarih<\/strong><\/span> <\/p>\n<\/blockquote>\n

\"Stata'daki<\/p>\n

Normal<\/strong> komutunu kullanarak histograma normal yo\u011funluk e\u011frisi<\/a> ekleyebiliriz:<\/span><\/p>\n

\n

ge\u00e7mi\u015fin ta\u015f\u0131nmas\u0131, normal<\/strong><\/span> <\/p>\n<\/blockquote>\n

\"Stata'da<\/p>\n

De\u011fi\u015fken kaymas\u0131n\u0131n<\/em> sa\u011fa \u00e7arp\u0131k oldu\u011fu (\u00f6rne\u011fin, \u00e7o\u011fu de\u011fer solda yo\u011funla\u015fm\u0131\u015ft\u0131r ve de\u011ferlerin uzun bir “kuyru\u011fu” sa\u011fa do\u011fru uzan\u0131r) ve normal bir da\u011f\u0131l\u0131m izlemedi\u011fi olduk\u00e7a a\u00e7\u0131kt\u0131r.<\/span><\/p>\n

\u0130lgili:<\/strong><\/span> Sola ve Sa\u011fa \u00c7arp\u0131k Da\u011f\u0131l\u0131mlar<\/a><\/p>\n

Y\u00f6ntem 2: Shapiro-Wilk testi<\/strong><\/span><\/h3>\n

Normalli\u011fi test etmenin resmi bir yolu Shapiro-Wilk testini<\/strong> kullanmakt\u0131r.<\/span><\/p>\n

Bu testin s\u0131f\u0131r hipotezi de\u011fi\u015fkenin normal da\u011f\u0131ld\u0131\u011f\u0131d\u0131r. Testin p de\u011feri<\/a> belirli bir anlaml\u0131l\u0131k d\u00fczeyinin alt\u0131ndaysa (ortak se\u00e7enekler 0,01, 0,05 ve 0,10’u i\u00e7erir), o zaman s\u0131f\u0131r hipotezini reddedebilir ve de\u011fi\u015fkenin normal da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 iddia etmek i\u00e7in yeterli kan\u0131t oldu\u011fu sonucuna varabiliriz. .<\/span><\/p>\n

*Bu test toplam g\u00f6zlem say\u0131s\u0131 4 ila 2.000 aras\u0131nda oldu\u011funda kullan\u0131labilir.<\/span><\/em><\/p>\n

De\u011fi\u015fken yer de\u011fi\u015ftirme<\/em> \u00fczerinde Shapiro-Wilk testi ger\u00e7ekle\u015ftirmek i\u00e7in swilk<\/b> komutunu kullanabiliriz:<\/span><\/p>\n

\n

d\u00fczg\u00fcn hareket<\/strong><\/span> <\/p>\n<\/blockquote>\n

\"Shapiro<\/p>\n

Test sonucunu nas\u0131l yorumlayaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n

Obs: 74.<\/strong> Bu, testte kullan\u0131lan g\u00f6zlem say\u0131s\u0131d\u0131r.<\/span><\/p>\n

W: 0,92542.<\/strong> Bu, testin test istatisti\u011fidir.<\/span><\/p>\n

Olas\u0131l\u0131k>z: 0,00031.<\/strong> Bu, test istatisti\u011fiyle ili\u015fkili p de\u011feridir.<\/span><\/p>\n

P de\u011feri 0,05’ten k\u00fc\u00e7\u00fck oldu\u011fundan testin s\u0131f\u0131r hipotezini reddedebiliriz. De\u011fi\u015fken yer de\u011fi\u015ftirmenin<\/em> normal da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z var.<\/span><\/p>\n

Ayr\u0131ca swilk<\/strong> komutundan sonra birden fazla de\u011fi\u015fkeni listeleyerek Shapiro-Wilk testini birden fazla de\u011fi\u015fken \u00fczerinde ayn\u0131 anda ger\u00e7ekle\u015ftirebiliriz:<\/span><\/p>\n

\n

h\u0131zl\u0131 yer de\u011fi\u015ftirme mpg uzunlu\u011fu<\/strong><\/span> <\/p>\n<\/blockquote>\n

\"Stata'da<\/p>\n

0,05 anlaml\u0131l\u0131k d\u00fczeyini kullanarak yer de\u011fi\u015ftirme<\/em> ve mpg’nin<\/em> normal da\u011f\u0131lmad\u0131\u011f\u0131 sonucuna varabiliriz, ancak uzunlu\u011fun<\/em> normal da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z yok.<\/span><\/p>\n

Y\u00f6ntem 3: Shapiro-Francia testi<\/strong><\/span><\/h3>\n

Normalli\u011fi test etmenin bir ba\u015fka resmi yolu da Shapiro-Francia testini<\/strong> kullanmakt\u0131r.<\/span><\/p>\n

Bu testin s\u0131f\u0131r hipotezi de\u011fi\u015fkenin normal da\u011f\u0131ld\u0131\u011f\u0131d\u0131r. Testin p de\u011feri belirli bir anlaml\u0131l\u0131k d\u00fczeyinin alt\u0131ndaysa, s\u0131f\u0131r hipotezini reddedebilir ve de\u011fi\u015fkenin normal da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 s\u00f6ylemek i\u00e7in yeterli kan\u0131t\u0131n oldu\u011fu sonucuna varabiliriz.<\/span><\/p>\n

*Bu test toplam g\u00f6zlem say\u0131s\u0131n\u0131n 10 ila 5.000 aras\u0131nda oldu\u011fu durumlarda kullan\u0131labilir.<\/span><\/em><\/p>\n

De\u011fi\u015fken yer de\u011fi\u015ftirme<\/em> \u00fczerinde Shapiro-Wilk Testi ger\u00e7ekle\u015ftirmek i\u00e7in sfrancia<\/b> komutunu kullanabiliriz:<\/span><\/p>\n

\n

Sfrancia’y\u0131 hareket ettirmek<\/strong><\/span> <\/p>\n<\/blockquote>\n

\"Stata'daki<\/p>\n

Test sonucunu nas\u0131l yorumlayaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n

Obs: 74.<\/strong> Bu, testte kullan\u0131lan g\u00f6zlem say\u0131s\u0131d\u0131r.<\/span><\/p>\n

W’: 0,93011.<\/strong> Bu, testin test istatisti\u011fidir.<\/span><\/p>\n

Olas\u0131l\u0131k>z: 0,00094.<\/strong> Bu, test istatisti\u011fiyle ili\u015fkili p de\u011feridir.<\/span><\/p>\n

P de\u011feri 0,05’ten k\u00fc\u00e7\u00fck oldu\u011fundan testin s\u0131f\u0131r hipotezini reddedebiliriz. De\u011fi\u015fken yer de\u011fi\u015ftirmenin<\/em> normal da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z var.<\/span><\/p>\n

Shapiro-Wilk testine benzer \u015fekilde, sfrancia<\/strong> komutundan sonra birden fazla de\u011fi\u015fkeni listeleyerek Shapiro-Francia testini ayn\u0131 anda birden fazla de\u011fi\u015fken \u00fczerinde ger\u00e7ekle\u015ftirebilirsiniz.<\/span><\/p>\n

Y\u00f6ntem 4: \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131k testi<\/strong><\/span><\/h3>\n

Normalli\u011fi test etmenin bir ba\u015fka yolu, bir de\u011fi\u015fkenin \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131\u011f\u0131n\u0131n normal da\u011f\u0131l\u0131mla tutarl\u0131 olup olmad\u0131\u011f\u0131n\u0131 belirleyen \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131k testini<\/strong> kullanmakt\u0131r.<\/span><\/p>\n

Bu testin s\u0131f\u0131r hipotezi de\u011fi\u015fkenin normal da\u011f\u0131ld\u0131\u011f\u0131d\u0131r. Testin p de\u011feri belirli bir anlaml\u0131l\u0131k d\u00fczeyinin alt\u0131ndaysa, s\u0131f\u0131r hipotezini reddedebilir ve de\u011fi\u015fkenin normal da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 s\u00f6ylemek i\u00e7in yeterli kan\u0131t\u0131n oldu\u011fu sonucuna varabiliriz.<\/span><\/p>\n

*Bu testin kullan\u0131lmas\u0131 en az 8 g\u00f6zlem gerektirir.<\/span><\/em><\/p>\n

De\u011fi\u015fken yer de\u011fi\u015ftirme<\/em> \u00fczerinde \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131k testi ger\u00e7ekle\u015ftirmek i\u00e7in sktest<\/b> komutunu kullanabiliriz:<\/span><\/p>\n

\n

testi hareket ettirmek<\/strong><\/span> <\/p>\n<\/blockquote>\n

\"Stata'da<\/p>\n

Test sonucunu nas\u0131l yorumlayaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n

Obs: 74.<\/strong> Bu, testte kullan\u0131lan g\u00f6zlem say\u0131s\u0131d\u0131r.<\/span><\/p>\n

adj chi(2): 5.81.<\/strong> Bu, testin ki-kare test istatisti\u011fidir.<\/span><\/p>\n

Olas\u0131l\u0131k>chi2: 0,0547.<\/strong> Bu, test istatisti\u011fiyle ili\u015fkili p de\u011feridir.<\/span><\/p>\n

P de\u011feri 0,05’ten k\u00fc\u00e7\u00fck olmad\u0131\u011f\u0131 i\u00e7in testin s\u0131f\u0131r hipotezini reddedemiyoruz. Hareketlerin<\/em> normal da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 s\u00f6yleyecek yeterli kan\u0131t\u0131m\u0131z yok.<\/span><\/p>\n

Di\u011fer normallik testlerine benzer \u015fekilde sktest<\/strong> komutundan sonra birden fazla de\u011fi\u015fkeni listeleyerek birden fazla de\u011fi\u015fken \u00fczerinde \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131k testini ayn\u0131 anda ger\u00e7ekle\u015ftirebilirsiniz.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Bir\u00e7ok istatistiksel test, test sonu\u00e7lar\u0131n\u0131n g\u00fcvenilir olmas\u0131 i\u00e7in bir veya daha fazla de\u011fi\u015fkenin normal \u015fekilde da\u011f\u0131lmas\u0131n\u0131 gerektirir. Bu e\u011fitimde Stata’daki de\u011fi\u015fkenler aras\u0131ndaki normalli\u011fi test etmek i\u00e7in kullanabilece\u011finiz \u00e7e\u015fitli y\u00f6ntemler a\u00e7\u0131klanmaktad\u0131r. Bu y\u00f6ntemlerin her biri i\u00e7in auto ad\u0131 verilen yerle\u015fik Stata veri k\u00fcmesini kullanaca\u011f\u0131z. Bu veri k\u00fcmesini a\u015fa\u011f\u0131daki komutu kullanarak y\u00fckleyebilirsiniz: sistemin otomatik kullan\u0131m\u0131 Y\u00f6ntem 1: […]<\/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-641","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"\nStata'da normallik nas\u0131l test edilir - Statorials<\/title>\n<meta name=\"description\" content=\"Birka\u00e7 \u00f6rnek de dahil olmak \u00fczere Stata'da normalli\u011fin nas\u0131l test edilece\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\/normallik-testi-istatistigi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stata'da normallik nas\u0131l test edilir - Statorials\" \/>\n<meta property=\"og:description\" content=\"Birka\u00e7 \u00f6rnek de dahil olmak \u00fczere Stata'da normalli\u011fin nas\u0131l test edilece\u011fine dair basit bir a\u00e7\u0131klama.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-29T06:06:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/normaliteteststata1.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=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/\",\"url\":\"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/\",\"name\":\"Stata'da normallik nas\u0131l test edilir - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-29T06:06:57+00:00\",\"dateModified\":\"2023-07-29T06:06:57+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Birka\u00e7 \u00f6rnek de dahil olmak \u00fczere Stata'da normalli\u011fin nas\u0131l test edilece\u011fine dair basit bir a\u00e7\u0131klama.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/normallik-testi-istatistigi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Stata'da normallik 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. 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