{"id":3551,"date":"2023-07-16T21:28:21","date_gmt":"2023-07-16T21:28:21","guid":{"rendered":"https:\/\/statorials.org\/tr\/excel-dogrusalt-coklu-regresyon\/"},"modified":"2023-07-16T21:28:21","modified_gmt":"2023-07-16T21:28:21","slug":"excel-dogrusalt-coklu-regresyon","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/excel-dogrusalt-coklu-regresyon\/","title":{"rendered":"Excel: \u00e7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirmek i\u00e7in linest nas\u0131l kullan\u0131l\u0131r?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon\/\" target=\"_blank\" rel=\"noopener\">\u00c7oklu do\u011frusal regresyon modelini<\/a> bir veri k\u00fcmesine s\u0131\u011fd\u0131rmak i\u00e7in Excel&#8217;deki <b>DOT<\/b> i\u015flevini kullanabilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu i\u015flev a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullan\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 17px;\"> <span style=\"color: #000000;\"><strong><span class=\" default-formula-text-color\" dir=\"auto\">=<\/span> <span class=\" default-formula-text-color\" dir=\"auto\">LINEST<\/span> <span class=\" default-formula-text-color\" dir=\"auto\">(<\/span> <span dir=\"auto\">known_y's, [known_x's], [const], [stats]<\/span> <span class=\" default-formula-text-color\" dir=\"auto\">)<\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>bilinen_y&#8217;ler<\/strong> : bilinen y de\u011ferlerinden olu\u015fan bir dizi<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>bilinen_x&#8217;ler<\/strong> : bilinen x de\u011ferlerinden olu\u015fan bir dizi<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>const<\/strong> : \u0130ste\u011fe ba\u011fl\u0131 arg\u00fcman. TRUE ise sabit b normal \u015fekilde i\u015flenir. YANLI\u015e ise, b sabiti 1&#8217;e ayarlan\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>istatistikler<\/strong> : \u0130ste\u011fe ba\u011fl\u0131 arg\u00fcman. DO\u011eRU ise ek regresyon istatistikleri d\u00f6nd\u00fcr\u00fcl\u00fcr. YANLI\u015e ise ek regresyon istatistikleri d\u00f6nd\u00fcr\u00fclmez.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki ad\u0131m ad\u0131m \u00f6rnek, bu i\u015flevin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>1. Ad\u0131m: Verileri girin<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle a\u015fa\u011f\u0131daki veri setini Excel\u2019e girelim:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29415 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/lignestmult1.jpg\" alt=\"\" width=\"472\" height=\"459\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: \u00c7oklu do\u011frusal regresyon modelini s\u0131\u011fd\u0131rmak i\u00e7in LINEST&#8217;i kullan\u0131n<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Tahmin edici de\u011fi\u015fkenler olarak <strong>x1<\/strong> , <strong>x2<\/strong> ve <strong>x3&#8217;\u00fc<\/strong> ve yan\u0131t de\u011fi\u015fkeni olarak <strong>y&#8217;yi<\/strong> kullanarak \u00e7oklu do\u011frusal regresyon modelini uydurmak istedi\u011fimizi varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunu yapmak i\u00e7in a\u015fa\u011f\u0131daki form\u00fcl\u00fc bu \u00e7oklu do\u011frusal regresyon modeline uyacak \u015fekilde herhangi bir h\u00fccreye yazabiliriz.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 17px;\"> <strong>=LINEST( <span style=\"color: #3366ff;\">D2:D14<\/span> , <span style=\"color: #ff0000;\">A2:C14<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki ekran g\u00f6r\u00fcnt\u00fcs\u00fc bu form\u00fcl\u00fcn pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29416\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/lignestmult2.jpg\" alt=\"\u00c7oklu do\u011frusal regresyon Excel DOT\" width=\"644\" height=\"502\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Sonucun nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Kesi\u015fme katsay\u0131s\u0131 <strong>28,5986&#8217;d\u0131r<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">x1&#8217;in katsay\u0131s\u0131 <strong>0,34271&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">x2&#8217;nin katsay\u0131s\u0131 <strong>-3,00393&#8217;t\u00fcr<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">x3&#8217;\u00fcn katsay\u0131s\u0131 <strong>0,849687&#8217;dir<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu katsay\u0131lar\u0131 kullanarak uygun regresyon denklemini a\u015fa\u011f\u0131daki gibi yazabiliriz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = 28,5986 + 0,34271(x1) \u2013 3,00393(x2) + 0,849687(x3)<\/strong><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>3. Ad\u0131m (\u0130ste\u011fe ba\u011fl\u0131): Ek regresyon istatistiklerini g\u00f6r\u00fcnt\u00fcleyin<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Uygun regresyon denklemi i\u00e7in ek regresyon istatistiklerini g\u00f6r\u00fcnt\u00fclemek \u00fczere <b>DOT<\/b> i\u015flevindeki <strong>istatistik<\/strong> ba\u011f\u0131ms\u0131z de\u011fi\u015fkeninin de\u011ferini <strong>DO\u011eRU&#8217;ya<\/strong> e\u015fitleyebiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29417 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/lignestmult3.jpg\" alt=\"\" width=\"664\" height=\"457\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Uygun regresyon denklemi hala ayn\u0131d\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>y = 28,5986 + 0,34271(x1) \u2013 3,00393(x2) + 0,849687(x3)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Sonucun di\u011fer de\u011ferlerinin nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">x3&#8217;\u00fcn standart hatas\u0131 <strong>0,453295&#8217;tir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">x2&#8217;nin standart hatas\u0131 <strong>1,626423&#8217;t\u00fcr<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">x1 i\u00e7in standart hata <strong>1,327566&#8217;d\u0131r<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Kesi\u015fmenin standart hatas\u0131 <strong>13.20088&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Modelin R <sup>2&#8217;si<\/sup> <strong>.838007&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Y&#8217;nin art\u0131k standart hatas\u0131 <strong>3,707539&#8217;dur<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Genel F istatisti\u011fi <strong>15.51925&#8217;tir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Serbestlik derecesi <strong>9&#8217;dur<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Regresyon karelerinin toplam\u0131 <strong>639,9797&#8217;dir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Kalan kareler toplam\u0131 <strong>123,7126&#8217;d\u0131r<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Genel olarak, bu ek istatistiklerde en \u00e7ok ilgi duyulan \u00f6l\u00e7\u00fc, yorday\u0131c\u0131 de\u011fi\u015fken taraf\u0131ndan a\u00e7\u0131klanabilen yan\u0131t de\u011fi\u015fkenindeki varyans\u0131n oran\u0131n\u0131 temsil eden <sup>R2<\/sup> de\u011feridir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><sup>R2&#8217;nin<\/sup> de\u011feri 0 ila 1 aras\u0131nda de\u011fi\u015febilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu \u00f6zel modelin <sup>R2&#8217;si<\/sup> <strong>0,838<\/strong> oldu\u011fundan, bu bize yorday\u0131c\u0131 de\u011fi\u015fkenlerin yan\u0131t de\u011fi\u015fkeni y&#8217;nin de\u011ferini tahmin etme konusunda iyi bir i\u015f \u00e7\u0131kard\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0130lgili:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/iyi-r-kare-degeri\/\" target=\"_blank\" rel=\"noopener\">\u0130yi bir R-kare de\u011feri nedir?<\/a><\/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 Excel&#8217;de di\u011fer yayg\u0131n i\u015flemlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/excel-gunlugu\/\" target=\"_blank\" rel=\"noopener\">Excel&#8217;de LOT i\u015flevi nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> Excel&#8217;de do\u011frusal olmayan regresyon nas\u0131l ger\u00e7ekle\u015ftirilir<br \/> <a href=\"https:\/\/statorials.org\/tr\/kubik-regresyon-excel\/\" target=\"_blank\" rel=\"noopener\">Excel&#8217;de k\u00fcbik regresyon nas\u0131l ger\u00e7ekle\u015ftirilir<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00c7oklu do\u011frusal regresyon modelini bir veri k\u00fcmesine s\u0131\u011fd\u0131rmak i\u00e7in Excel&#8217;deki DOT i\u015flevini kullanabilirsiniz. Bu i\u015flev a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullan\u0131r: = LINEST ( known_y&#8217;s, [known_x&#8217;s], [const], [stats] ) Alt\u0131n: bilinen_y&#8217;ler : bilinen y de\u011ferlerinden olu\u015fan bir dizi bilinen_x&#8217;ler : bilinen x de\u011ferlerinden olu\u015fan bir dizi const : \u0130ste\u011fe ba\u011fl\u0131 arg\u00fcman. TRUE ise sabit b normal \u015fekilde [&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-3551","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: \u00c7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirmek i\u00e7in LINEST nas\u0131l kullan\u0131l\u0131r - Statoryaller<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, Excel&#039;de \u00e7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirmek i\u00e7in DOT i\u015flevinin 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\/excel-dogrusalt-coklu-regresyon\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Excel: \u00c7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirmek i\u00e7in LINEST nas\u0131l kullan\u0131l\u0131r - 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