{"id":3897,"date":"2023-07-14T21:46:16","date_gmt":"2023-07-14T21:46:16","guid":{"rendered":"https:\/\/statorials.org\/tr\/sas-proc-tek-degiskenli-normallik-testi\/"},"modified":"2023-07-14T21:46:16","modified_gmt":"2023-07-14T21:46:16","slug":"sas-proc-tek-degiskenli-normallik-testi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/sas-proc-tek-degiskenli-normallik-testi\/","title":{"rendered":"Sas: normallik testi i\u00e7in proc univariate nas\u0131l kullan\u0131l\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bir veri k\u00fcmesindeki bir de\u011fi\u015fken \u00fczerinde birden fazla normallik testi ger\u00e7ekle\u015ftirmek i\u00e7in SAS&#8217;ta <strong>proc univariate&#8217;i<\/strong> <strong>normal<\/strong> ifadeyle birlikte kullanabilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu prosed\u00fcr a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullan\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">normal<\/span> ;\n    <span style=\"color: #3366ff;\">var<\/span> my_variable;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekte bu prosed\u00fcr\u00fcn pratikte nas\u0131l kullan\u0131laca\u011f\u0131 g\u00f6sterilmektedir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: SAS&#8217;ta normallik testi i\u00e7in Proc Univariate<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">SAS&#8217;ta \u00e7e\u015fitli basketbol oyuncular\u0131 hakk\u0131nda bilgi i\u00e7eren a\u015fa\u011f\u0131daki veri k\u00fcmesine sahip oldu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> team $pointsrebounds;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAt 12 8\nAt 12 8\nAt 12 8\nAt 23 9\nAt 20 12\nAt 14 7\nAt 14 7\nB 20 2\nB 20 5\nB 29 4\nB 14 7\nB 20 2\nB 20 2\nB 20 5\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31374 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trier1.jpg\" alt=\"\" width=\"220\" height=\"369\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Puan<\/strong> de\u011fi\u015fkeni \u00fczerinde \u00e7e\u015fitli normallik testleri ger\u00e7ekle\u015ftirmek i\u00e7in <strong>proc univariate&#8217;i<\/strong> <strong>normal<\/strong> ifadeyle birlikte kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data <span style=\"color: #3366ff;\">normal<\/span> ;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Sonu\u00e7ta birka\u00e7 tablo g\u00f6r\u00fcnt\u00fclenecektir, ancak <strong>Normallik Testleri<\/strong> ba\u015fl\u0131kl\u0131 tablo normallik testlerinin sonu\u00e7lar\u0131n\u0131 i\u00e7erir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-31388\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/normesas1.jpg\" alt=\"SAS proc tek de\u011fi\u015fkenli normallik testi\" width=\"418\" height=\"159\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Varsay\u0131lan olarak SAS d\u00f6rt normallik testi ger\u00e7ekle\u015ftirir ve bunlar\u0131n her bir test istatistiklerini ve kar\u015f\u0131l\u0131k gelen p de\u011ferlerini g\u00f6r\u00fcnt\u00fcler:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Shapiro-Wilk testi<\/strong> : W = 0,867, p = 0,0383<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Kolmogorov-Smirnov testi<\/strong> : D = 0,237, p = 0,0318<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Cramer-von Mises testi<\/strong> : W-Sq = 0,152, p = 0,0200<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Anderson-Darling testi<\/strong> : A-Sq = 0,847, p = 0,0223<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Her normallik testi a\u015fa\u011f\u0131daki bo\u015f ve alternatif hipotezleri kullan\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub><\/strong> : Veriler normal da\u011f\u0131l\u0131ma sahiptir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>A<\/sub><\/strong> : Veriler normal da\u011f\u0131l\u0131ma sahip de\u011fil.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Her normallik testinin <a style=\"color: #000000;\" href=\"https:\/\/statorials.org\/tr\/p-degerleri-istatistiksel-anlamlilik\/\" target=\"_blank\" rel=\"noopener\">p de\u011feri<\/a> 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan, her normallik testi i\u00e7in s\u0131f\u0131r hipotezini reddederiz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu, <strong>puan<\/strong> de\u011fi\u015fkeninin normal da\u011f\u0131lmad\u0131\u011f\u0131 sonucuna varmak i\u00e7in yeterli kan\u0131t oldu\u011fu anlam\u0131na gelir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Puan<\/strong> de\u011fi\u015fkeninin de\u011ferlerinin da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in normal e\u011frinin \u00fcst \u00fcste bindirildi\u011fi bir histogram da olu\u015fturabilece\u011finizi unutmay\u0131n:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> <span style=\"color: #000000;\">=my_data;\n    <\/span><span style=\"color: #3366ff;\">histogram<\/span> <span style=\"color: #000000;\">points \/ <span style=\"color: #3366ff;\">normal<\/span> ;\n<\/span><span style=\"color: #800080;\">run<\/span> <span style=\"color: #000000;\">;<\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-31389 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/normetest1.jpg\" alt=\"\" width=\"611\" height=\"473\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Histogram bize de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131n normal e\u011friyi \u00e7ok iyi takip etmedi\u011fini g\u00f6steriyor, bu da yapt\u0131\u011f\u0131m\u0131z normallik testlerinin sonu\u00e7lar\u0131yla \u00f6rt\u00fc\u015f\u00fcyor.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde SAS&#8217;ta di\u011fer ortak g\u00f6revlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/sasta-ozet-prosedur\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta prosed\u00fcr \u00f6zeti nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/proc-tablolama-sas\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta Proc Tabulate nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/sas-islem-siralamasi\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta Proc harmanlamas\u0131 nas\u0131l kullan\u0131l\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bir veri k\u00fcmesindeki bir de\u011fi\u015fken \u00fczerinde birden fazla normallik testi ger\u00e7ekle\u015ftirmek i\u00e7in SAS&#8217;ta proc univariate&#8217;i normal ifadeyle birlikte kullanabilirsiniz. Bu prosed\u00fcr a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullan\u0131r: proc univariate data =my_data normal ; var my_variable; run ; A\u015fa\u011f\u0131daki \u00f6rnekte bu prosed\u00fcr\u00fcn pratikte nas\u0131l kullan\u0131laca\u011f\u0131 g\u00f6sterilmektedir. \u00d6rnek: SAS&#8217;ta normallik testi i\u00e7in Proc Univariate SAS&#8217;ta \u00e7e\u015fitli basketbol oyuncular\u0131 hakk\u0131nda [&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-3897","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>SAS: Normallik Testi i\u00e7in Proc Univariate Nas\u0131l Kullan\u0131l\u0131r - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, bir veri k\u00fcmesindeki de\u011fi\u015fkenler \u00fczerinde normallik testleri ger\u00e7ekle\u015ftirmek i\u00e7in SAS&#039;ta PROC UNIVARIATE&#039;in nas\u0131l kullan\u0131laca\u011f\u0131 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\/sas-proc-tek-degiskenli-normallik-testi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS: Normallik Testi i\u00e7in Proc Univariate Nas\u0131l Kullan\u0131l\u0131r - 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