{"id":1408,"date":"2023-07-26T12:26:33","date_gmt":"2023-07-26T12:26:33","guid":{"rendered":"https:\/\/statorials.org\/tr\/kukla-degisken-tuzagi\/"},"modified":"2023-07-26T12:26:33","modified_gmt":"2023-07-26T12:26:33","slug":"kukla-degisken-tuzagi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/kukla-degisken-tuzagi\/","title":{"rendered":"Kukla de\u011fi\u015fken tuza\u011f\u0131 nedir? (tan\u0131m &amp; #038; \u00f6rnek)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/dogrusal-regresyon-1\/\" target=\"_blank\" rel=\"noopener\">Do\u011frusal regresyon,<\/a> bir veya daha fazla \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fken ile bir <a href=\"https:\/\/statorials.org\/tr\/degiskenleri-aciklayici-yanitlar\/\" target=\"_blank\" rel=\"noopener\">yan\u0131t de\u011fi\u015fkeni<\/a> aras\u0131ndaki ili\u015fkiyi \u00f6l\u00e7mek i\u00e7in kullanabilece\u011fimiz bir y\u00f6ntemdir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Genellikle <a href=\"https:\/\/statorials.org\/tr\/niteliksel-degiskenler-ve-niceliksel-degiskenler\/\" target=\"_blank\" rel=\"noopener\">niceliksel de\u011fi\u015fkenlerle<\/a> do\u011frusal regresyon kullan\u0131r\u0131z. Bazen \u201csay\u0131sal\u201d de\u011fi\u015fkenler olarak da adland\u0131r\u0131lan bunlar \u00f6l\u00e7\u00fclebilir bir miktar\u0131 temsil eden de\u011fi\u015fkenlerdir. \u00d6rnekler \u015funlar\u0131 i\u00e7erir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Bir evin metrekare say\u0131s\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\">Bir \u015fehrin n\u00fcfus b\u00fcy\u00fckl\u00fc\u011f\u00fc<\/span><\/li>\n<li> <span style=\"color: #000000;\">Bir bireyin ya\u015f\u0131<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ancak bazen kategorik de\u011fi\u015fkenleri yorday\u0131c\u0131 de\u011fi\u015fken olarak kullanmak isteriz. Bunlar adlar\u0131 veya etiketleri alan ve kategorilere ayr\u0131labilen de\u011fi\u015fkenlerdir. \u00d6rnekler \u015funlar\u0131 i\u00e7erir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">G\u00f6z rengi (\u00f6rne\u011fin \u201cmavi\u201d, \u201cye\u015fil\u201d, \u201ckahverengi\u201d)<\/span><\/li>\n<li> <span style=\"color: #000000;\">Cinsiyet (\u00f6rne\u011fin \u201cerkek\u201d, \u201ckad\u0131n\u201d)<\/span><\/li>\n<li> <span style=\"color: #000000;\">Medeni durum (\u00f6rne\u011fin \u201cevli\u201d, \u201cbekar\u201d, \u201cbo\u015fanm\u0131\u015f\u201d)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Kategorik de\u011fi\u015fkenler kullan\u0131l\u0131rken &#8220;mavi&#8221;, &#8220;ye\u015fil&#8221;, &#8220;kahverengi&#8221; gibi de\u011ferlere sadece 1, 2, 3 gibi de\u011ferler atamak mant\u0131kl\u0131 de\u011fildir, \u00e7\u00fcnk\u00fc bunu s\u00f6ylemek mant\u0131kl\u0131 de\u011fildir. o ye\u015fil \u00e7ifttir. Mavi veya kahverengi kadar renkli olan, maviden \u00fc\u00e7 kat daha renklidir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bunun yerine \u00e7\u00f6z\u00fcm <a href=\"https:\/\/statorials.org\/tr\/regresyon-kukla-degiskenleri\/\" target=\"_blank\" rel=\"noopener\">kukla de\u011fi\u015fkenleri<\/a> kullanmakt\u0131r. Bunlar regresyon analizi i\u00e7in \u00f6zel olarak olu\u015fturdu\u011fumuz ve iki de\u011ferden birini alan de\u011fi\u015fkenlerdir: s\u0131f\u0131r veya bir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Olu\u015fturmam\u0131z gereken kukla de\u011fi\u015fken say\u0131s\u0131 <em>k<\/em> -1&#8217;e e\u015fittir; burada <em>k<\/em> , kategorik de\u011fi\u015fkenin alabilece\u011fi farkl\u0131 de\u011ferlerin say\u0131s\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu ve <em>geliri<\/em> tahmin etmek i\u00e7in <em>medeni durumu<\/em> ve <em>ya\u015f\u0131<\/em> kullanmak istedi\u011fimizi varsayal\u0131m:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13944 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin4.png\" alt=\"\" width=\"249\" height=\"312\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><i>Medeni durumu<\/i> bir regresyon modelinde yorday\u0131c\u0131 de\u011fi\u015fken olarak kullanmak i\u00e7in onu kukla de\u011fi\u015fkene d\u00f6n\u00fc\u015ft\u00fcrmemiz gerekir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu \u015fu anda \u00fc\u00e7 farkl\u0131 de\u011fer alabilen kategorik bir de\u011fi\u015fken oldu\u011fundan (&#8220;Bekar&#8221;, &#8220;Evli&#8221; veya &#8220;Bo\u015fanm\u0131\u015f&#8221;) <em>k<\/em> -1 = 3-1 = 2 kukla de\u011fi\u015fken olu\u015fturmam\u0131z gerekiyor.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu kukla de\u011fi\u015fkeni olu\u015fturmak i\u00e7in, en s\u0131k g\u00f6r\u00fcnd\u00fc\u011f\u00fc i\u00e7in temel de\u011fer olarak &#8220;Tek&#8221; de\u011ferini b\u0131rakabiliriz.<\/span> <span style=\"color: #000000;\">\u0130\u015fte <em>medeni durumu<\/em> kukla de\u011fi\u015fkenlere nas\u0131l d\u00f6n\u00fc\u015ft\u00fcrece\u011fimiz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13950 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin6.png\" alt=\"\u00dc\u00e7 de\u011ferli kukla de\u011fi\u015fken\" width=\"649\" height=\"328\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra bir regresyon modelinde <em>Ya\u015f<\/em> , <em>Evli<\/em> ve <em>Bo\u015fanm\u0131\u015f&#8217;\u0131<\/em> yorday\u0131c\u0131 de\u011fi\u015fkenler olarak kullanabiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kukla de\u011fi\u015fkenler olu\u015ftururken ortaya \u00e7\u0131kabilecek soruna <strong>kukla de\u011fi\u015fken tuza\u011f\u0131<\/strong> denir. Bu, <em>k<\/em> -1 kukla de\u011fi\u015fken yerine <em>k<\/em> kukla de\u011fi\u015fken olu\u015fturdu\u011fumuzda olur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu ger\u00e7ekle\u015fti\u011finde kukla de\u011fi\u015fkenlerden en az ikisi m\u00fckemmel <a href=\"https:\/\/statorials.org\/tr\/coklu-baglanti-regresyonu\/\" target=\"_blank\" rel=\"noopener\">\u00e7oklu ba\u011flant\u0131dan<\/a> zarar g\u00f6recektir. Ba\u015fka bir deyi\u015fle, m\u00fckemmel bir \u015fekilde ili\u015fkilendirileceklerdir. Bu, regresyon katsay\u0131lar\u0131n\u0131n ve bunlara kar\u015f\u0131l\u0131k gelen p de\u011ferlerinin yanl\u0131\u015f hesaplanmas\u0131na neden olur.<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>Kukla de\u011fi\u015fken tuza\u011f\u0131:<\/strong> Olu\u015fturulan kukla de\u011fi\u015fken say\u0131s\u0131, kategorik de\u011ferin alabilece\u011fi de\u011fer say\u0131s\u0131na e\u015fit oldu\u011funda. Bu, \u00e7oklu do\u011frusall\u0131\u011fa yol a\u00e7ar ve bu da regresyon katsay\u0131lar\u0131n\u0131n ve p de\u011ferlerinin yanl\u0131\u015f hesaplanmas\u0131na neden olur.<\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u00d6rne\u011fin, <em>medeni durumu<\/em> a\u015fa\u011f\u0131daki kukla de\u011fi\u015fkenlere d\u00f6n\u00fc\u015ft\u00fcrd\u00fc\u011f\u00fcm\u00fcz\u00fc varsayal\u0131m:<\/span><\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13973 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequinvartrap1.png\" alt=\"Kukla de\u011fi\u015fken tuza\u011f\u0131 \u00f6rne\u011fi\" width=\"640\" height=\"287\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu durumda <em>Bekar<\/em> ve <em>Evli<\/em> m\u00fckemmel bir korelasyona sahiptir ve korelasyon katsay\u0131s\u0131 -1&#8217;dir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Yani \u00e7oklu do\u011frusal regresyon yapt\u0131\u011f\u0131m\u0131zda regresyon katsay\u0131s\u0131 hesaplamalar\u0131 hatal\u0131 olacakt\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sahte de\u011fi\u015fken tuza\u011f\u0131ndan nas\u0131l ka\u00e7\u0131n\u0131l\u0131r<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Sahte de\u011fi\u015fkenlerin tuza\u011f\u0131na d\u00fc\u015fmemek i\u00e7in tek bir kural\u0131 hat\u0131rlaman\u0131z yeterli:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Kategorik bir de\u011fi\u015fken <em>k<\/em> farkl\u0131 de\u011fer alabiliyorsa, regresyon modelinde kullanmak \u00fczere yaln\u0131zca <em>k-1<\/em> kukla de\u011fi\u015fken olu\u015fturmal\u0131s\u0131n\u0131z.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, kategorik bir de\u011fi\u015fken olan &#8220;okul y\u0131l\u0131&#8221;n\u0131 kukla de\u011fi\u015fkenlere d\u00f6n\u00fc\u015ft\u00fcrmek istedi\u011finizi varsayal\u0131m. Bu de\u011fi\u015fkenin a\u015fa\u011f\u0131daki de\u011ferleri ald\u0131\u011f\u0131n\u0131 varsayal\u0131m:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Birinci s\u0131n\u0131f \u00f6\u011frencisi<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0130kinci s\u0131n\u0131f \u00f6\u011frencisi<\/span><\/li>\n<li> <span style=\"color: #000000;\">Gen\u00e7<\/span><\/li>\n<li> <span style=\"color: #000000;\">K\u0131demli<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu de\u011fi\u015fken 4 farkl\u0131 de\u011fer alabildi\u011fi i\u00e7in sadece 3 kukla de\u011fi\u015fken olu\u015fturaca\u011f\u0131z. \u00d6rne\u011fin kukla de\u011fi\u015fkenlerimiz \u015funlar olabilir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>X <sub>1<\/sub><\/strong> = 1 e\u011fer ikinci s\u0131n\u0131f \u00f6\u011frencisiyse; 0 aksi takdirde<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>X <sub>2<\/sub><\/strong> = 1 e\u011fer Junior ise; 0 aksi takdirde<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>X <sub>3<\/sub><\/strong> = 1 porsuk a\u011fac\u0131 K\u0131demli; 0 aksi takdirde<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Kukla de\u011fi\u015fken say\u0131s\u0131 \u201cokul y\u0131l\u0131n\u0131n\u201d alabilece\u011fi de\u011fer say\u0131s\u0131ndan bir eksik oldu\u011fu i\u00e7in kukla de\u011fi\u015fken tuza\u011f\u0131ndan ve \u00e7oklu ba\u011flant\u0131 probleminden ka\u00e7\u0131nabiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/regresyon-kukla-degiskenleri\/\" target=\"_blank\" rel=\"noopener\">Regresyon analizinde kukla de\u011fi\u015fkenler nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon\/\" target=\"_blank\" rel=\"noopener\">\u00c7oklu Do\u011frusal Regresyona Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/coklu-baglanti-regresyonu\/\" target=\"_blank\" rel=\"noopener\">Regresyonda \u00c7oklu Do\u011frusall\u0131k Rehberi<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Do\u011frusal regresyon, bir veya daha fazla \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fken ile bir yan\u0131t de\u011fi\u015fkeni aras\u0131ndaki ili\u015fkiyi \u00f6l\u00e7mek i\u00e7in kullanabilece\u011fimiz bir y\u00f6ntemdir. Genellikle niceliksel de\u011fi\u015fkenlerle do\u011frusal regresyon kullan\u0131r\u0131z. Bazen \u201csay\u0131sal\u201d de\u011fi\u015fkenler olarak da adland\u0131r\u0131lan bunlar \u00f6l\u00e7\u00fclebilir bir miktar\u0131 temsil eden de\u011fi\u015fkenlerdir. \u00d6rnekler \u015funlar\u0131 i\u00e7erir: Bir evin metrekare say\u0131s\u0131 Bir \u015fehrin n\u00fcfus b\u00fcy\u00fckl\u00fc\u011f\u00fc Bir bireyin ya\u015f\u0131 Ancak bazen kategorik [&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-1408","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>Kukla de\u011fi\u015fken tuza\u011f\u0131 nedir? 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