{"id":1374,"date":"2023-07-26T15:53:39","date_gmt":"2023-07-26T15:53:39","guid":{"rendered":"https:\/\/statorials.org\/tr\/egilim-verileri\/"},"modified":"2023-07-26T15:53:39","modified_gmt":"2023-07-26T15:53:39","slug":"egilim-verileri","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/egilim-verileri\/","title":{"rendered":"Verilerdeki trend nas\u0131l azalt\u0131l\u0131r: \u00f6rneklerle"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Zaman serisi verilerinin &#8220;trendini azaltmak&#8221;, verilerdeki temel e\u011filimin ortadan kald\u0131r\u0131lmas\u0131 anlam\u0131na gelir. Bunu yapmak istememizin temel nedeni, mevsimsel veya d\u00f6ng\u00fcsel verilerdeki temel e\u011filimleri daha kolay g\u00f6rselle\u015ftirmektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, bir \u015firketin ard\u0131\u015f\u0131k 20 d\u00f6nem boyunca toplam sat\u0131\u015flar\u0131n\u0131 temsil eden a\u015fa\u011f\u0131daki zaman serisi verilerini d\u00fc\u015f\u00fcn\u00fcn:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13622 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance1.png\" alt=\"Zaman serisi verilerini geni\u015flet\" width=\"478\" height=\"473\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A\u00e7\u0131k\u00e7as\u0131, sat\u0131\u015flar zamanla artma e\u011filimindedir, ancak zaman i\u00e7inde olu\u015fan k\u00fc\u00e7\u00fck &#8220;tepelerin&#8221; de g\u00f6sterdi\u011fi gibi, verilerde d\u00f6ng\u00fcsel veya mevsimsel bir e\u011filim de var gibi g\u00f6r\u00fcnmektedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu d\u00f6ng\u00fcsel e\u011filimi daha iyi g\u00f6rebilmek i\u00e7in verileri s\u00f6nd\u00fcrebiliriz. Bu durumda bu, zaman i\u00e7indeki genel y\u00fckseli\u015f e\u011filiminin ortadan kald\u0131r\u0131lmas\u0131n\u0131 ve b\u00f6ylece ortaya \u00e7\u0131kan verilerin yaln\u0131zca d\u00f6ng\u00fcsel e\u011filimi temsil etmesini i\u00e7erecektir.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13623 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance2.png\" alt=\"E\u011filimden ar\u0131nd\u0131r\u0131lm\u0131\u015f zaman serisi verilerine \u00f6rnek\" width=\"478\" height=\"467\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Zaman serisi verilerini azaltmak i\u00e7in kullan\u0131lan iki yayg\u0131n y\u00f6ntem vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. Farkl\u0131la\u015fma yoluyla e\u011filim<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. Model uyumu nedeniyle bozulma<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde her y\u00f6ntemin k\u0131sa bir a\u00e7\u0131klamas\u0131 verilmektedir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 1: Farkl\u0131la\u015fma yoluyla gev\u015feme<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Zaman serisi verilerinin trendini azaltman\u0131n bir yolu, her g\u00f6zlemin kendisi ile \u00f6nceki g\u00f6zlem aras\u0131ndaki fark\u0131 temsil etti\u011fi yeni bir veri seti olu\u015fturmakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki resimde bir veri serisinin e\u011filimini azaltmak i\u00e7in farkl\u0131la\u015ft\u0131rman\u0131n nas\u0131l kullan\u0131laca\u011f\u0131 g\u00f6sterilmektedir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Trendsiz zaman serisi verilerinin ilk de\u011ferini elde etmek i\u00e7in 13 \u2013 8 = 5&#8217;i hesapl\u0131yoruz. Daha sonra bir sonraki de\u011feri elde etmek i\u00e7in 18-13 = 5&#8217;i hesapl\u0131yoruz ve bu \u015fekilde devam ediyor.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13624 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance3.png\" alt=\"Zaman serisi verilerini farkl\u0131la\u015ft\u0131rarak geni\u015fletin\" width=\"236\" height=\"491\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki grafik orijinal zaman serisi verilerini g\u00f6stermektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13622 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance1.png\" alt=\"Zaman serisi verilerini geni\u015flet\" width=\"478\" height=\"473\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu grafikte trend olmayan veriler g\u00f6steriliyor:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13623 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance2.png\" alt=\"E\u011filimden ar\u0131nd\u0131r\u0131lm\u0131\u015f zaman serisi verilerine \u00f6rnek\" width=\"478\" height=\"467\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Genel y\u00fckseli\u015f e\u011filimi kald\u0131r\u0131ld\u0131\u011f\u0131 i\u00e7in bu grafikteki zaman serisi verilerinde mevsimsel e\u011filimi g\u00f6rmenin ne kadar kolay oldu\u011funa dikkat edin.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Y\u00f6ntem 2: Model uydurma yoluyla bozulma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Zaman serisi verilerinin trendini azaltman\u0131n bir di\u011fer yolu da verilere bir regresyon modeli s\u0131\u011fd\u0131rmak ve ard\u0131ndan g\u00f6zlemlenen de\u011ferler ile modelin tahmin edilen de\u011ferleri aras\u0131ndaki fark\u0131 hesaplamakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, ayn\u0131 veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13625 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance4.png\" alt=\"\" width=\"130\" height=\"492\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Verilere <a href=\"https:\/\/statorials.org\/tr\/dogrusal-regresyon-1\/\" target=\"_blank\" rel=\"noopener\">basit bir do\u011frusal regresyon modeli<\/a> uygularsak veri k\u00fcmesindeki her <a href=\"https:\/\/statorials.org\/tr\/istatistikte-gozlem\/\" target=\"_blank\" rel=\"noopener\">g\u00f6zlem<\/a> i\u00e7in tahmin edilen bir de\u011fer elde edebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra her g\u00f6zlem i\u00e7in ger\u00e7ek de\u011fer ile tahmin edilen de\u011fer aras\u0131ndaki fark\u0131 bulabiliriz. Bu farkl\u0131l\u0131klar trendi bozulmu\u015f verileri temsil eder.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13626 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance5.png\" alt=\"Model uyumuyla verilerin e\u011filimini azaltma\" width=\"340\" height=\"485\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Trendsiz verilerin grafi\u011fini olu\u015fturursak, verilerin mevsimsel veya d\u00f6ng\u00fcsel e\u011filimini \u00e7ok daha kolay g\u00f6rselle\u015ftirebiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13627 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/detendance6.png\" alt=\"\" width=\"433\" height=\"418\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnekte do\u011frusal regresyon kulland\u0131\u011f\u0131m\u0131z\u0131 unutmay\u0131n, ancak verilerde daha fazla \u00fcstel yukar\u0131 veya a\u015fa\u011f\u0131 e\u011filim varsa <a href=\"https:\/\/statorials.org\/tr\/ustel-regresyon-excel\/\" target=\"_blank\" rel=\"noopener\">\u00fcstel regresyon<\/a> gibi daha karma\u015f\u0131k bir y\u00f6ntem kullanmak m\u00fcmk\u00fcnd\u00fcr.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zaman serisi verilerinin &#8220;trendini azaltmak&#8221;, verilerdeki temel e\u011filimin ortadan kald\u0131r\u0131lmas\u0131 anlam\u0131na gelir. Bunu yapmak istememizin temel nedeni, mevsimsel veya d\u00f6ng\u00fcsel verilerdeki temel e\u011filimleri daha kolay g\u00f6rselle\u015ftirmektir. \u00d6rne\u011fin, bir \u015firketin ard\u0131\u015f\u0131k 20 d\u00f6nem boyunca toplam sat\u0131\u015flar\u0131n\u0131 temsil eden a\u015fa\u011f\u0131daki zaman serisi verilerini d\u00fc\u015f\u00fcn\u00fcn: A\u00e7\u0131k\u00e7as\u0131, sat\u0131\u015flar zamanla artma e\u011filimindedir, ancak zaman i\u00e7inde olu\u015fan k\u00fc\u00e7\u00fck &#8220;tepelerin&#8221; de g\u00f6sterdi\u011fi [&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-1374","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>Veriler Nas\u0131l Deforme Edilir (\u00d6rneklerle) - 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