{"id":1405,"date":"2023-07-26T12:41:31","date_gmt":"2023-07-26T12:41:31","guid":{"rendered":"https:\/\/statorials.org\/tr\/regresyon-kukla-degiskenleri\/"},"modified":"2023-07-26T12:41:31","modified_gmt":"2023-07-26T12:41:31","slug":"regresyon-kukla-degiskenleri","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/regresyon-kukla-degiskenleri\/","title":{"rendered":"Regresyon analizinde kukla de\u011fi\u015fkenler nas\u0131l kullan\u0131l\u0131r?"},"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 <strong>kukla de\u011fi\u015fkenleri<\/strong> 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<blockquote>\n<p> <span style=\"color: #000000;\"><strong>Kukla de\u011fi\u015fkenler:<\/strong> Regresyon analizinde, iki de\u011ferden yaln\u0131zca birini alabilen kategorik verileri temsil etmek i\u00e7in kullan\u0131lan say\u0131sal de\u011fi\u015fkenler: s\u0131f\u0131r veya bir.<\/span><\/p>\n<\/blockquote>\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;\">A\u015fa\u011f\u0131daki \u00f6rnekler, farkl\u0131 veri k\u00fcmeleri i\u00e7in kukla de\u011fi\u015fkenlerin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6stermektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Yaln\u0131zca iki de\u011fere sahip bir kukla de\u011fi\u015fken olu\u015fturun<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu ve <em>geliri<\/em> tahmin etmek i\u00e7in <em>cinsiyet<\/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-13940 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin1.png\" alt=\"\" width=\"223\" height=\"311\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><em>Cinsiyeti<\/em> 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 iki farkl\u0131 de\u011fer alabilen (&#8220;Erkek&#8221; veya &#8220;Kad\u0131n&#8221;) kategorik bir de\u011fi\u015fken oldu\u011fundan, basit\u00e7e <em>k<\/em> -1 = 2-1 = 1 kukla de\u011fi\u015fken olu\u015fturuyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu kukla de\u011fi\u015fkeni olu\u015fturmak i\u00e7in de\u011ferlerden birini (&#8220;Erkek&#8221; veya &#8220;Kad\u0131n&#8221;) 0&#8217;\u0131, di\u011ferini ise 1&#8217;i temsil edecek \u015fekilde se\u00e7ebiliriz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Genel olarak, genellikle bu veri k\u00fcmesinde en s\u0131k g\u00f6r\u00fclen de\u011feri &#8220;Erkek&#8221; olan 0 ile temsil ederiz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>Cinsiyeti<\/em> yapay bir de\u011fi\u015fkene nas\u0131l d\u00f6n\u00fc\u015ft\u00fcrece\u011finiz a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13941 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin2.png\" alt=\"Kukla de\u011fi\u015fken \u00f6rne\u011fi\" width=\"578\" height=\"335\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra <em>Ya\u015f<\/em> ve <em>Gender_Dummy&#8217;yi<\/em> bir regresyon modelinde yorday\u0131c\u0131 de\u011fi\u015fkenler olarak kullanabiliriz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Birden \u00e7ok de\u011fere sahip bir kukla de\u011fi\u015fken olu\u015fturun<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Diyelim ki a\u015fa\u011f\u0131daki veri setine sahibiz ve <em>geliri<\/em> tahmin etmek i\u00e7in <em>medeni durumu<\/em> ve <em>ya\u015f\u0131<\/em> kullanmak istiyoruz:<\/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; 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<h3> <span style=\"color: #000000;\"><strong>Regresyon \u00e7\u0131kt\u0131s\u0131n\u0131n kukla de\u011fi\u015fkenlerle nas\u0131l yorumlanaca\u011f\u0131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u00d6nceki \u00f6rnekteki veri k\u00fcmesini yorday\u0131c\u0131 de\u011fi\u015fkenler olarak <em>Ya\u015f<\/em> , <em>Evli<\/em> ve <em>Bo\u015fanm\u0131\u015f<\/em> ve yan\u0131t de\u011fi\u015fkeni olarak <em>Gelir<\/em> ile kullanarak <a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon\/\" target=\"_blank\" rel=\"noopener\">\u00e7oklu do\u011frusal regresyon<\/a> modeline uydu\u011fumuzu varsayal\u0131m.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130\u015fte regresyonun sonucu:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13952 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/mannequin7.png\" alt=\"Regresyon \u00e7\u0131kt\u0131s\u0131nda kukla de\u011fi\u015fkenler nas\u0131l yorumlan\u0131r?\" width=\"435\" height=\"123\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Uygun regresyon \u00e7izgisi \u015fu \u015fekilde tan\u0131mlan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Gelir = 14.276,21 + 1.471,67*(Ya\u015f) + 2.479,75*(Evli) \u2013 8.397,40*(Bo\u015fanm\u0131\u015f)<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir bireyin ya\u015f\u0131na ve medeni durumuna g\u00f6re tahmini gelirini bulmak i\u00e7in bu denklemi kullanabiliriz. \u00d6rne\u011fin, 35 ya\u015f\u0131nda ve evli bir ki\u015finin tahmini geliri <strong>68.264 ABD Dolar\u0131<\/strong> olacakt\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Gelir = 14.276,21 + 1.471,67*(35) + 2.479,75*(1) \u2013 8.397,40*(0) = 68.264 ABD dolar\u0131<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tablodaki regresyon katsay\u0131lar\u0131n\u0131 \u015fu \u015fekilde yorumlayabilirsiniz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>Kesi\u015fme:<\/strong> Kesi\u015fme, s\u0131f\u0131r ya\u015f\u0131ndaki tek bir ki\u015finin ortalama gelirini temsil eder. A\u00e7\u0131k\u00e7as\u0131 s\u0131f\u0131r y\u0131la sahip olamazs\u0131n\u0131z, dolay\u0131s\u0131yla bu \u00f6zel regresyon modelinde kesi\u015fimi tek ba\u015f\u0131na yorumlaman\u0131n bir anlam\u0131 yoktur.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Ya\u015f:<\/strong> Ya\u015ftaki her y\u0131l art\u0131\u015f, gelirde ortalama 1.471,67 dolarl\u0131k bir art\u0131\u015fla ili\u015fkilidir. P de\u011feri (0,00) 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan ya\u015f, gelirin istatistiksel olarak anlaml\u0131 bir yorday\u0131c\u0131s\u0131d\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Evli:<\/strong> Evli bir ki\u015fi, bekar bir ki\u015fiden ortalama 2.479,75 dolar daha fazla kazan\u0131yor. P de\u011feri (0,80) 0,05&#8217;ten k\u00fc\u00e7\u00fck olmad\u0131\u011f\u0131ndan bu fark istatistiksel olarak anlaml\u0131 de\u011fildir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Bo\u015fanm\u0131\u015f:<\/strong> Bo\u015fanm\u0131\u015f bir ki\u015fi, bekar bir ki\u015fiden ortalama 8.397,40 dolar daha az kazan\u0131yor. P de\u011feri (0,53) 0,05&#8217;ten k\u00fc\u00e7\u00fck olmad\u0131\u011f\u0131ndan bu fark istatistiksel olarak anlaml\u0131 de\u011fildir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Her iki kukla de\u011fi\u015fken de istatistiksel olarak anlaml\u0131 olmad\u0131\u011f\u0131ndan, gelire \u00f6ng\u00f6r\u00fcc\u00fc bir de\u011fer katmad\u0131\u011f\u0131 i\u00e7in <em>medeni durumu<\/em> bir yorday\u0131c\u0131 olarak modelden \u00e7\u0131karabilirdik.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/niteliksel-degiskenler-ve-niceliksel-degiskenler\/\" target=\"_blank\" rel=\"noopener\">Niteliksel ve niceliksel de\u011fi\u015fkenler<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/kukla-degisken-tuzagi\/\">Kukla de\u011fi\u015fken tuza\u011f\u0131<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/regresyon-yorumlama-tablosunu-okuyun\/\" target=\"_blank\" rel=\"noopener\">Regresyon Tablosu Nas\u0131l Okunmal\u0131 ve Yorumlanmal\u0131<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/p-degerleri-istatistiksel-anlamlilik\/\" target=\"_blank\" rel=\"noopener\">P de\u011ferlerinin ve istatistiksel anlaml\u0131l\u0131\u011f\u0131n a\u00e7\u0131klamas\u0131<\/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-1405","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>Regresyon analizinde kukla de\u011fi\u015fkenler nas\u0131l kullan\u0131l\u0131r - Statoryaller<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, regresyon analizinde kukla de\u011fi\u015fkenlerin nas\u0131l olu\u015fturulaca\u011f\u0131 ve yorumlanaca\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\/regresyon-kukla-degiskenleri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Regresyon analizinde kukla de\u011fi\u015fkenler nas\u0131l kullan\u0131l\u0131r - 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