{"id":3642,"date":"2023-07-16T09:20:25","date_gmt":"2023-07-16T09:20:25","guid":{"rendered":"https:\/\/statorials.org\/tr\/hareketli-ortalama-sas\/"},"modified":"2023-07-16T09:20:25","modified_gmt":"2023-07-16T09:20:25","slug":"hareketli-ortalama-sas","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/hareketli-ortalama-sas\/","title":{"rendered":"Sas&#39;ta hareketli ortalama nas\u0131l hesaplan\u0131r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte <strong>hareketli ortalama<\/strong> , bir veri k\u00fcmesindeki \u00f6nceki <em>n<\/em> de\u011ferin ortalamas\u0131n\u0131 temsil eder.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">SAS&#8217;ta hareketli ortalamay\u0131 hesaplaman\u0131n en kolay yolu <strong>proc geni\u015fletme<\/strong> ifadesini kullanmakt\u0131r.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek bu ifadenin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek: SAS&#8217;ta Hareketli Ortalama Hesaplama<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">SAS&#8217;ta a\u015fa\u011f\u0131daki veri k\u00fcmesini olu\u015fturdu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\"><span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> original_data;\n    <span style=\"color: #3366ff;\">input<\/span> time values;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\n1 7\n2 12\n3 14\n4 12\n5 16\n6 18\n7 11\n8 10\n9 14\n10 17\n;\n<span style=\"color: #800080;\">run<\/span> ;<\/span>\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> <span style=\"color: #000000;\">= original_data;\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29901 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/masa1.jpg\" alt=\"\" width=\"163\" height=\"298\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u015eimdi <strong>de\u011ferler<\/strong> s\u00fctunu i\u00e7in 3 d\u00f6nemlik hareketli ortalama hesaplamak istedi\u011fimizi varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu yapmak i\u00e7in <strong>proc geni\u015fletmeyi<\/strong> kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate 3-period moving average for values*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc expand<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data <span style=\"color: #3366ff;\">out<\/span> =out_data method=none;\n    <span style=\"color: #3366ff;\">idtime<\/span> ;\n    <span style=\"color: #3366ff;\">convert<\/span> values = values_ma3 \/ <span style=\"color: #3366ff;\">transout<\/span> = (movave <span style=\"color: #008000;\">3<\/span> );\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view results*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =out_data;<\/span><\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29902 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/masa2.jpg\" alt=\"\" width=\"256\" height=\"295\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>my3_values<\/strong> adl\u0131 yeni s\u00fctun, <strong>de\u011ferler<\/strong> s\u00fctununun 3 d\u00f6nemlik hareketli ortalamas\u0131n\u0131 g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, <strong>values_my3<\/strong> s\u00fctununun \u00fc\u00e7\u00fcnc\u00fc de\u011feri \u00f6nceki 3 d\u00f6nemin ortalamas\u0131n\u0131 temsil eder:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Hareketli ortalama = (7+12+14) \/ 3 = <strong>11.0000<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Values_ma3<\/strong> s\u00fctununun d\u00f6rd\u00fcnc\u00fc de\u011feri ayn\u0131 zamanda \u00f6nceki 3 d\u00f6nemin ortalamas\u0131n\u0131 da temsil eder:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Hareketli ortalama = (12+14+12) \/ 3 = <strong>12,6667<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Farkl\u0131 say\u0131daki d\u00f6nemlere ait hareketli ortalamay\u0131 hesaplamak i\u00e7in, kodda <strong>hareket ettikten<\/strong> sonra de\u011feri de\u011fi\u015ftirmeniz yeterlidir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin <strong>de\u011ferler<\/strong> s\u00fctununun 4 d\u00f6nemlik hareketli ortalamas\u0131n\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate 4-period moving average for values*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc expand<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data <span style=\"color: #3366ff;\">out<\/span> =out_data method=none;\n    <span style=\"color: #3366ff;\">idtime<\/span> ;\n    <span style=\"color: #3366ff;\">convert<\/span> values = values_ma4 \/ <span style=\"color: #3366ff;\">transout<\/span> = (movave <span style=\"color: #008000;\">4<\/span> );\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #800080;\"><span style=\"color: #008000;\">\/*view results*\/\n<\/span>proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =out_data;<\/span><\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29903 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/masa3.jpg\" alt=\"\" width=\"264\" height=\"310\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>De\u011ferler_my4<\/strong> ad\u0131 verilen yeni s\u00fctun, <strong>de\u011ferler<\/strong> s\u00fctununun 4 d\u00f6nemlik hareketli ortalamas\u0131n\u0131 g\u00f6r\u00fcnt\u00fcler.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki makalelerde 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\/sas-aykiri-degerleri\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta ayk\u0131r\u0131 de\u011ferler nas\u0131l belirlenir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/sas-yuzdelikleri\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta y\u00fczdelikler nas\u0131l hesaplan\u0131r?<\/a><br \/><a href=\"https:\/\/statorials.org\/tr\/hava-kilidinde-orta-medyan-modu\/\" target=\"_blank\" rel=\"noopener\">SAS&#8217;ta ortalama, medyan ve mod nas\u0131l hesaplan\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte hareketli ortalama , bir veri k\u00fcmesindeki \u00f6nceki n de\u011ferin ortalamas\u0131n\u0131 temsil eder. SAS&#8217;ta hareketli ortalamay\u0131 hesaplaman\u0131n en kolay yolu proc geni\u015fletme ifadesini kullanmakt\u0131r. A\u015fa\u011f\u0131daki \u00f6rnek bu ifadenin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir. \u00d6rnek: SAS&#8217;ta Hareketli Ortalama Hesaplama SAS&#8217;ta a\u015fa\u011f\u0131daki veri k\u00fcmesini olu\u015fturdu\u011fumuzu varsayal\u0131m: \/*create dataset*\/ data original_data; input time values; datalines ; 1 7 2 [&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-3642","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 hareketli ortalama nas\u0131l hesaplan\u0131r - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde SAS&#039;ta hareketli ortalaman\u0131n nas\u0131l hesaplanaca\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\/hareketli-ortalama-sas\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAS&#039;ta hareketli ortalama nas\u0131l hesaplan\u0131r - 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