{"id":604,"date":"2023-07-29T08:57:48","date_gmt":"2023-07-29T08:57:48","guid":{"rendered":"https:\/\/statorials.org\/tr\/agirlikli-hareketli-ortalama-excel\/"},"modified":"2023-07-29T08:57:48","modified_gmt":"2023-07-29T08:57:48","slug":"agirlikli-hareketli-ortalama-excel","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/agirlikli-hareketli-ortalama-excel\/","title":{"rendered":"Excel&#39;de a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamalar nas\u0131l bulunur?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>A\u011f\u0131rl\u0131kl\u0131 hareketli<\/strong> <strong>ortalama<\/strong> , verilerdeki &#8220;g\u00fcr\u00fclt\u00fcy\u00fc&#8221; azaltmak ve kal\u0131plar\u0131 ve e\u011filimleri daha kolay belirlemek amac\u0131yla zaman serisi verilerini yumu\u015fatmak i\u00e7in kullan\u0131labilecek bir tekniktir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u011f\u0131rl\u0131kl\u0131 hareketli ortalaman\u0131n arkas\u0131ndaki fikir, belirli bir d\u00f6nem i\u00e7in &#8220;ortalama&#8221; bir de\u011fere ula\u015fmak i\u00e7in \u00f6nceki d\u00f6nemlerin ortalamas\u0131n\u0131 almak ve daha yak\u0131n d\u00f6nemlere daha fazla a\u011f\u0131rl\u0131k vermektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde Excel&#8217;de zaman serisi verileri i\u00e7in a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamalar\u0131n nas\u0131l bulunaca\u011f\u0131n\u0131 g\u00f6steriyoruz.<\/span><\/p>\n<h2> <strong>\u00d6rnek: Excel&#8217;de A\u011f\u0131rl\u0131kl\u0131 Hareketli Ortalamalar<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Diyelim ki belirli bir \u015firketin 10 d\u00f6nemlik sat\u0131\u015flar\u0131n\u0131 g\u00f6steren a\u015fa\u011f\u0131daki veri setine sahibiz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5546\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/expsmooth1.png\" alt=\"Excel'de A\u011f\u0131rl\u0131kl\u0131 Hareketli Ortalama \u00d6rne\u011fi\" width=\"475\" height=\"483\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu d\u00f6neme ait a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamalar\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 uygulayabiliriz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 1: A\u011f\u0131rl\u0131kl\u0131 hareketli ortalama hesaplamas\u0131na ka\u00e7 \u00f6nceki d\u00f6nemin dahil edilece\u011fine karar verin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnek i\u00e7in \u00fc\u00e7 d\u00f6nem kullanaca\u011f\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Her d\u00f6neme hangi a\u011f\u0131rl\u0131klar\u0131n atanaca\u011f\u0131na karar verin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u011f\u0131rl\u0131klar\u0131 \u015fu \u015fekilde atayaca\u011f\u0131z:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Cari d\u00f6nem i\u00e7in 0,5<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00d6nceki d\u00f6nem i\u00e7in 0,3<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0130ki d\u00f6nem \u00f6nce 0,2<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Toplam a\u011f\u0131rl\u0131klar\u0131n toplam\u0131n\u0131n 1&#8217;e e\u015fit olmas\u0131 gerekti\u011fini unutmay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Her d\u00f6nem i\u00e7in a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamay\u0131 hesaplay\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki resimde, C s\u00fctunu 3. d\u00f6nem i\u00e7in a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamay\u0131 (WMA) g\u00f6sterirken, D s\u00fctunu bunu hesaplamak i\u00e7in kulland\u0131\u011f\u0131m\u0131z form\u00fcl\u00fc g\u00f6sterir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5619 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wma1.png\" alt=\"Excel'de A\u011f\u0131rl\u0131kl\u0131 Hareketli Ortalama\" width=\"441\" height=\"323\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Her d\u00f6neme ait a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamay\u0131 bulmak i\u00e7in benzer bir form\u00fcl kullanabiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5621 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wma2.png\" alt=\"Excel'de A\u011f\u0131rl\u0131kl\u0131 Hareketli Ortalama Hesaplama\" width=\"438\" height=\"336\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Ger\u00e7ek sat\u0131\u015flar\u0131 a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamaya g\u00f6re g\u00f6rselle\u015ftirmek i\u00e7in bir \u00e7izgi grafi\u011fi olu\u015fturursak, WMA \u00e7izgisinin daha az ini\u015f ve \u00e7\u0131k\u0131\u015flarla daha d\u00fczg\u00fcn oldu\u011funu fark edece\u011fiz. A\u011f\u0131rl\u0131kl\u0131 hareketli ortalaman\u0131n arkas\u0131ndaki fikir budur: Verilerin alt\u0131nda yatan ger\u00e7ek e\u011filimi ek g\u00fcr\u00fclt\u00fc olmadan g\u00f6rmemize olanak tan\u0131r.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5623 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wma3.png\" alt=\"Excel'de a\u011f\u0131rl\u0131kl\u0131 hareketli ortalaman\u0131n grafi\u011fini \u00e7izme\" width=\"532\" height=\"535\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>A\u011f\u0131rl\u0131kl\u0131 hareketli ortalamada ayarlamalar yap\u0131n<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Farkl\u0131 a\u011f\u0131rl\u0131kl\u0131 hareketli ortalama hesaplamalar\u0131na yol a\u00e7acak \u015fekilde ayarlayabilece\u011finiz iki say\u0131 vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Kullan\u0131lan \u00f6nceki d\u00f6nemlerin say\u0131s\u0131<\/strong> . \u00d6rne\u011fimizde a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamalar\u0131 hesaplamak i\u00e7in \u00f6nceki \u00fc\u00e7 d\u00f6nemi kulland\u0131k ancak 4, 5, 6 vb.&#8217;yi de se\u00e7ebilirdik. Genel olarak, hesaplamalar\u0131n\u0131zda ne kadar \u00e7ok d\u00f6nem kullan\u0131rsan\u0131z, a\u011f\u0131rl\u0131kl\u0131 hareketli ortalama \u00e7izgisi o kadar d\u00fczg\u00fcn olur. olacak.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Her d\u00f6neme atanan a\u011f\u0131rl\u0131klar<\/strong> . \u00d6rne\u011fimizde 0,5, 0,3 ve 0,2 a\u011f\u0131rl\u0131klar\u0131n\u0131 atad\u0131k ancak toplamlar\u0131 1 oldu\u011fu s\u00fcrece herhangi bir a\u011f\u0131rl\u0131k kombinasyonunu da se\u00e7ebilirdik. Genel bir kural olarak, en g\u00fcncel d\u00f6nemde ne kadar \u00e7ok a\u011f\u0131rl\u0131k atarsan\u0131z o kadar d\u00fczg\u00fcn olur. a\u011f\u0131rl\u0131kl\u0131 hareketli ortalama \u00e7izgisi olacakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu g\u00f6stermek i\u00e7in, WMA hesaplamam\u0131z i\u00e7in yine \u00fc\u00e7 d\u00f6nem kullan\u0131p kullanmad\u0131\u011f\u0131m\u0131z\u0131, bunun yerine a\u015fa\u011f\u0131daki a\u011f\u0131rl\u0131klar\u0131 kullan\u0131p kullanmad\u0131\u011f\u0131m\u0131z\u0131 d\u00fc\u015f\u00fcn\u00fcn:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Cari d\u00f6nem i\u00e7in 0,7<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00d6nceki d\u00f6nem i\u00e7in 0,2<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0130ki d\u00f6nem \u00f6nce 0,1<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Mevcut zaman dilimine \u00e7ok fazla a\u011f\u0131rl\u0131k verdi\u011fimiz i\u00e7in a\u011f\u0131rl\u0131kl\u0131 hareketli ortalama \u00e7izgisi daha az ak\u0131\u015fkan olacak ve ger\u00e7ek sat\u0131\u015f \u00e7izgisine daha \u00e7ok benzeyecektir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5625 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/wma4.png\" alt=\"Excel'deki zaman serisi verileri i\u00e7in a\u011f\u0131rl\u0131kl\u0131 hareketli ortalama\" width=\"547\" height=\"521\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Basit hareketli ortalamalar ve a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamalar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><strong>Basit hareketli ortalama,<\/strong> hesaplamada kullan\u0131lan t\u00fcm d\u00f6nemlere ayn\u0131 a\u011f\u0131rl\u0131\u011f\u0131n verildi\u011fi hareketli ortalamay\u0131 hesaplaman\u0131n bir yoludur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin hareketli ortalamay\u0131 hesaplamak i\u00e7in \u00fc\u00e7 d\u00f6nem kullan\u0131rsan\u0131z her d\u00f6neme atanan a\u011f\u0131rl\u0131k 0,333 olacakt\u0131r. Veya hareketli ortalamay\u0131 hesaplamak i\u00e7in d\u00f6rt d\u00f6nem kullan\u0131rsan\u0131z, her d\u00f6neme atanan a\u011f\u0131rl\u0131k 0,25 olacakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Basit bir hareketli ortalaman\u0131n hesaplanmas\u0131 daha kolayd\u0131r, ancak a\u011f\u0131rl\u0131kl\u0131 hareketli ortalama kullanman\u0131n avantaj\u0131, daha yak\u0131n d\u00f6nemlere daha y\u00fcksek a\u011f\u0131rl\u0131klar atayabilmenizdir. Verileriniz belirli bir y\u00f6nde hareket ediyorsa ve trend hakk\u0131nda daha net bir fikir edinmek istiyorsan\u0131z bu kullan\u0131\u015fl\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, sezon boyunca geli\u015fme g\u00f6steren bir basketbolcunun att\u0131\u011f\u0131 say\u0131lar\u0131n a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamas\u0131n\u0131 hesaplad\u0131\u011f\u0131n\u0131z\u0131 varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Be\u015f ma\u00e7l\u0131k hareketli ortalamay\u0131 kullanarak, ka\u00e7 puan almalar\u0131 gerekti\u011fi konusunda daha net bir fikir edinmek i\u00e7in en son ma\u00e7lar\u0131nda kazan\u0131lan puanlara daha fazla a\u011f\u0131rl\u0131k vermek isteyebilirsiniz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde Excel&#8217;deki di\u011fer yayg\u0131n \u00f6l\u00e7\u00fcmlerin nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/excel-ustel-hareketli-ortalama\/\" target=\"_blank\" rel=\"noopener\">Excel&#8217;de \u00dcstel Hareketli Ortalama Nas\u0131l Hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/kumulatif-ortalama-excel\/\" target=\"_blank\" rel=\"noopener\">Excel&#8217;de K\u00fcm\u00fclatif Ortalama Nas\u0131l Hesaplan\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A\u011f\u0131rl\u0131kl\u0131 hareketli ortalama , verilerdeki &#8220;g\u00fcr\u00fclt\u00fcy\u00fc&#8221; azaltmak ve kal\u0131plar\u0131 ve e\u011filimleri daha kolay belirlemek amac\u0131yla zaman serisi verilerini yumu\u015fatmak i\u00e7in kullan\u0131labilecek bir tekniktir. A\u011f\u0131rl\u0131kl\u0131 hareketli ortalaman\u0131n arkas\u0131ndaki fikir, belirli bir d\u00f6nem i\u00e7in &#8220;ortalama&#8221; bir de\u011fere ula\u015fmak i\u00e7in \u00f6nceki d\u00f6nemlerin ortalamas\u0131n\u0131 almak ve daha yak\u0131n d\u00f6nemlere daha fazla a\u011f\u0131rl\u0131k vermektir. Bu e\u011fitimde Excel&#8217;de zaman serisi verileri [&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-604","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>Excel&#039;de A\u011f\u0131rl\u0131kl\u0131 Hareketli Ortalamalar Nas\u0131l Bulunur \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere Excel&#039;de a\u011f\u0131rl\u0131kl\u0131 hareketli ortalamalar\u0131n nas\u0131l bulunaca\u011f\u0131na ili\u015fkin 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 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