{"id":3640,"date":"2023-07-16T09:38:48","date_gmt":"2023-07-16T09:38:48","guid":{"rendered":"https:\/\/statorials.org\/tr\/kalan-grafik-hava-kilidi\/"},"modified":"2023-07-16T09:38:48","modified_gmt":"2023-07-16T09:38:48","slug":"kalan-grafik-hava-kilidi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/kalan-grafik-hava-kilidi\/","title":{"rendered":"Sas&#39;ta art\u0131k grafik nas\u0131l olu\u015fturulur"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Art\u0131k grafikleri<\/strong> genellikle bir regresyon modelinin <a href=\"https:\/\/statorials.org\/tr\/kalinti\/\" target=\"_blank\" rel=\"noopener\">art\u0131klar\u0131n\u0131n<\/a> normal da\u011f\u0131l\u0131p da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 ve de\u011fi\u015fen varyans sergileyip sergilemedi\u011fini de\u011ferlendirmek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir regresyon modeline uymak ve SAS&#8217;taki model i\u00e7in art\u0131k grafi\u011fi olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\">symbol value<\/span> = circle;\n\n<span style=\"color: #800080;\">proc reg<\/span> data=my_data;\n    <span style=\"color: #3366ff;\">model<\/span> y = x;\n    plot residual. * predicted.;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, bu s\u00f6zdiziminin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Sembol ifadesi, kalan \u00e7izim noktalar\u0131n\u0131 daireler halinde g\u00f6r\u00fcnt\u00fclemek istedi\u011fimizi belirtir. Varsay\u0131lan form bir art\u0131 i\u015faretidir.<\/span><\/p>\n<h2> <strong>\u00d6rnek: SAS&#8217;ta Art\u0131k Grafik Olu\u015fturma<\/strong><\/h2>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">SAS&#8217;ta a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span><\/span> <\/p>\n<pre style=\"background-color: #e5e5e5; 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> xy;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n8 41\n12 42\n12 39\n13 37\n14 35\n16 39\n17 45\n22 46\n24 39\n26 49\n29 55\n30 57\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-29889 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/reside1.jpg\" alt=\"\" width=\"114\" height=\"326\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesine <a href=\"https:\/\/statorials.org\/tr\/dogrusal-regresyon-1\/\" target=\"_blank\" rel=\"noopener\">basit bir do\u011frusal regresyon modeli<\/a> s\u0131\u011fd\u0131rmak ve art\u0131klar\u0131 tahmin edilen de\u011ferlere g\u00f6re g\u00f6rselle\u015ftirmek i\u00e7in bir art\u0131k grafi\u011fi olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #e5e5e5; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*fit simple linear regression model and create residual plot*\/\n<\/span><span style=\"color: #3366ff;\">symbol<\/span> <span style=\"color: #3366ff;\">value<\/span> = circle;\n<span style=\"color: #800080;\">proc reg<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n   <span style=\"color: #3366ff;\">model<\/span> y = x;\n   plot residual. * predicted.;\n<span style=\"color: #800080;\">run<\/span> ;\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Kalan grafik \u00e7\u0131kt\u0131n\u0131n alt\u0131nda g\u00f6r\u00fcnt\u00fclenecektir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29890\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/resident2.jpg\" alt=\"SAS kal\u0131nt\u0131 izi\" width=\"663\" height=\"517\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X ekseni tahmin edilen de\u011ferleri, y ekseni ise art\u0131klar\u0131 g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Art\u0131klar s\u0131f\u0131r de\u011feri etraf\u0131nda rastgele bir \u015fekilde artan veya azalan varyans e\u011filimi olmadan da\u011f\u0131ld\u0131\u011f\u0131ndan, <a href=\"https:\/\/statorials.org\/tr\/degisen-varyans-regresyonu\/\" target=\"_blank\" rel=\"noopener\">art\u0131klar\u0131n e\u015f varyans<\/a> varsay\u0131m\u0131 kar\u015f\u0131lanm\u0131\u015ft\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Grafi\u011fin \u00fcst k\u0131sm\u0131nda uygun regresyon denklemini de g\u00f6rebiliriz:<\/span><\/p>\n<p> <span style=\"color: #000000;\">y = 29,631 + 0,7553x<\/span><\/p>\n<p> <span style=\"color: #000000;\">Grafi\u011fin sa\u011f taraf\u0131nda regresyon modeli i\u00e7in a\u015fa\u011f\u0131daki \u00f6l\u00e7\u00fcmleri de g\u00f6rebiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>N<\/strong> : Toplam g\u00f6zlem say\u0131s\u0131 (12)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Rsq<\/strong> : R-kare modeli (0,6324)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>AdjRsq<\/strong> : Model ayarl\u0131 R-kare (0,5956)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>RMSE<\/strong> : Modelin ortalama kare hatas\u0131 (4,4417)<\/span><\/li>\n<\/ul>\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\/hava-kilidi-histogrami\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta Histogramlar Nas\u0131l Olu\u015fturulur<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/hava-kilidi-nokta-bulutu\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta nokta bulutlar\u0131 nas\u0131l olu\u015fturulur?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/sas-aykiri-degerleri\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta ayk\u0131r\u0131 de\u011ferler nas\u0131l belirlenir<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Art\u0131k grafikleri genellikle bir regresyon modelinin art\u0131klar\u0131n\u0131n normal da\u011f\u0131l\u0131p da\u011f\u0131lmad\u0131\u011f\u0131n\u0131 ve de\u011fi\u015fen varyans sergileyip sergilemedi\u011fini de\u011ferlendirmek i\u00e7in kullan\u0131l\u0131r. Bir regresyon modeline uymak ve SAS&#8217;taki model i\u00e7in art\u0131k grafi\u011fi olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullanabilirsiniz: symbol value = circle; proc reg data=my_data; model y = x; plot residual. * predicted.; run ; A\u015fa\u011f\u0131daki \u00f6rnek, bu s\u00f6zdiziminin [&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-3640","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&#039;ta art\u0131k arsa nas\u0131l olu\u015fturulur - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, bir \u00f6rnekle SAS&#039;ta art\u0131k grafi\u011fin nas\u0131l olu\u015fturulaca\u011f\u0131 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\/kalan-grafik-hava-kilidi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS&#039;ta art\u0131k arsa nas\u0131l olu\u015fturulur - 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