{"id":632,"date":"2023-07-29T06:44:42","date_gmt":"2023-07-29T06:44:42","guid":{"rendered":"https:\/\/statorials.org\/tr\/tahmin-edilen-degerler-artiklar-regresyon-durumu\/"},"modified":"2023-07-29T06:44:42","modified_gmt":"2023-07-29T06:44:42","slug":"tahmin-edilen-degerler-artiklar-regresyon-durumu","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/tahmin-edilen-degerler-artiklar-regresyon-durumu\/","title":{"rendered":"Stata&#39;da tahmini de\u011ferler ve art\u0131klar nas\u0131l elde edilir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/coklu-dogrusal-regresyon-istatistikleri\/\" target=\"_blank\" rel=\"noopener\">Do\u011frusal regresyon,<\/a> bir veya daha fazla a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken ile bir yan\u0131t de\u011fi\u015fkeni aras\u0131ndaki ili\u015fkiyi anlamak i\u00e7in kullanabilece\u011fimiz bir y\u00f6ntemdir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bir veri seti \u00fczerinde do\u011frusal regresyon uygulad\u0131\u011f\u0131m\u0131zda, a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenlerin de\u011ferleri g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, bir yan\u0131t de\u011fi\u015fkeninin de\u011ferlerini tahmin etmek i\u00e7in kullan\u0131labilecek bir regresyon denklemi elde ederiz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra her tahmin i\u00e7in <strong>art\u0131klar\u0131<\/strong> elde etmek amac\u0131yla tahmin edilen de\u011ferler ile ger\u00e7ek de\u011ferler aras\u0131ndaki fark\u0131 \u00f6l\u00e7ebiliriz. Bu, regresyon modelimizin yan\u0131t de\u011ferlerini ne kadar iyi tahmin etti\u011fine dair bir fikir edinmemize yard\u0131mc\u0131 olur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde Stata&#8217;da bir regresyon modeli i\u00e7in hem <strong>tahmin edilen de\u011ferlerin<\/strong> hem de <strong>art\u0131klar\u0131n<\/strong> nas\u0131l elde edilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: Tahmin edilen de\u011ferler ve art\u0131klar nas\u0131l elde edilir<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnek i\u00e7in, <em>auto<\/em> ad\u0131 verilen yerle\u015fik Stata veri k\u00fcmesini kullanaca\u011f\u0131z. A\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler olarak <em>mpg<\/em> ve <em>yer de\u011fi\u015ftirmeyi<\/em> , yan\u0131t de\u011fi\u015fkeni olarak ise <em>fiyat\u0131<\/em> kullanaca\u011f\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Do\u011frusal bir regresyon ger\u00e7ekle\u015ftirmek ve ard\u0131ndan regresyon modeli i\u00e7in tahmin edilen de\u011ferleri ve art\u0131klar\u0131 elde etmek i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 kullan\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 1: Verileri y\u00fckleyin ve g\u00f6r\u00fcnt\u00fcleyin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle a\u015fa\u011f\u0131daki komutu kullanarak verileri y\u00fckleyece\u011fiz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>sistemin otomatik kullan\u0131m\u0131<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Daha sonra a\u015fa\u011f\u0131daki komutu kullanarak verilerin h\u0131zl\u0131 bir \u00f6zetini alaca\u011f\u0131z:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>\u00f6zetlemek<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5974 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata1.png\" alt=\"S\u0131ray\u0131 Stata'da \u00f6zetleme\" width=\"520\" height=\"366\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: Regresyon modelini yerle\u015ftirin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra regresyon modeline uyum sa\u011flamak i\u00e7in a\u015fa\u011f\u0131daki komutu kullanaca\u011f\u0131z:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>regresyon fiyat\u0131 mpg deplasman\u0131<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5975 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata2.png\" alt=\"Stata'da regresyon modeli \u00e7\u0131kt\u0131s\u0131\" width=\"565\" height=\"266\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Tahmin edilen regresyon denklemi:<\/span><\/p>\n<p> <span style=\"color: #000000;\">tahmini fiyat = 6672,766 -121,1833*(mpg) + 10,50885*(yer de\u011fi\u015ftirme)<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Tahmin edilen de\u011ferleri al\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Tahmin<\/strong> komutunu kullanarak ve bu de\u011ferleri istedi\u011fimiz gibi isimlendirilmi\u015f bir de\u011fi\u015fkende saklayarak tahmin edilen de\u011ferleri elde edebiliriz. Bu durumda <strong>pred_price<\/strong> ad\u0131n\u0131 kullanaca\u011f\u0131z:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>pred_price&#8217;\u0131 tahmin et<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\"><strong>List<\/strong> komutunu kullanarak ger\u00e7ekle\u015fen fiyatlar ile tahmini fiyatlar\u0131 yan yana g\u00f6r\u00fcnt\u00fcleyebiliriz. Toplamda 74 tahmin edilen de\u011fer var ancak <strong>in 1\/10<\/strong> komutunu kullanarak yaln\u0131zca ilk 10&#8217;unu g\u00f6r\u00fcnt\u00fcleyece\u011fiz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>liste fiyat\u0131 pred_price 1\/10<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5976 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata3.png\" alt=\"Stata'da regresyonda ger\u00e7ek ve \u00f6ng\u00f6r\u00fclen de\u011ferler\" width=\"263\" height=\"361\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 4: Kal\u0131nt\u0131y\u0131 al\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Art\u0131klar<\/strong> komutunu kullanarak ve bu de\u011ferleri istedi\u011fimiz isimdeki bir de\u011fi\u015fkende saklayarak her tahminin art\u0131klar\u0131n\u0131 elde edebiliriz. Bu durumda <strong>resid_price<\/strong> ad\u0131n\u0131 kullanaca\u011f\u0131z:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>rezidans_fiyat\u0131n\u0131, kalanlar\u0131 tahmin edin<\/strong><\/span><\/p>\n<\/blockquote>\n<p> <span style=\"color: #000000;\">Yine <strong>list<\/strong> komutunu kullanarak ger\u00e7ek fiyat\u0131, beklenen fiyat\u0131 ve kalanlar\u0131 yan yana g\u00f6r\u00fcnt\u00fcleyebiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>liste fiyat\u0131 pred_price resid_price 1\/10<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5977 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata4.png\" alt=\"Stata'da art\u0131klar ve tahmin edilen de\u011ferler\" width=\"347\" height=\"355\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 5: Art\u0131klara kar\u015f\u0131 tahmin edilen de\u011ferlerin grafi\u011fini olu\u015fturun.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Son olarak, tahmin edilen de\u011ferler ile art\u0131klar aras\u0131ndaki ili\u015fkiyi g\u00f6rselle\u015ftirmek i\u00e7in bir da\u011f\u0131l\u0131m grafi\u011fi olu\u015fturabiliriz:<\/span><\/p>\n<blockquote>\n<p> <span style=\"color: #000000;\"><strong>da\u011f\u0131l\u0131m ikamet_fiyat pred_price<\/strong><\/span> <\/p>\n<\/blockquote>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5978 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/residusstata5.png\" alt=\"Stata'da art\u0131klar\u0131n tahmini de\u011ferlere kar\u015f\u0131 grafi\u011fi\" width=\"501\" height=\"364\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Ortalama olarak, uyum de\u011ferleri artt\u0131k\u00e7a art\u0131klar\u0131n da artma e\u011filiminde oldu\u011funu g\u00f6rebiliriz. Bu, art\u0131klar\u0131n da\u011f\u0131l\u0131m\u0131n\u0131n her yan\u0131t seviyesinde sabit olmad\u0131\u011f\u0131 durumlarda, <a href=\"https:\/\/statorials.org\/tr\/degisen-varyans-regresyonu\/\" target=\"_blank\" rel=\"noopener\">de\u011fi\u015fen varyans\u0131n<\/a> bir i\u015fareti olabilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/breusch-pagan-stata-testi\/\" target=\"_blank\" rel=\"noopener\">Breusch-Pagan testini<\/a> kullanarak de\u011fi\u015fen varyansl\u0131l\u0131\u011f\u0131 resmi olarak test edebilir ve bunu <a href=\"https:\/\/statorials.org\/tr\/saglam-standart-hata-istatistikleri\/\" target=\"_blank\" rel=\"noopener\">sa\u011flam standart hatalar<\/a> kullanarak \u00e7\u00f6zebiliriz.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Do\u011frusal regresyon, bir veya daha fazla a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken ile bir yan\u0131t de\u011fi\u015fkeni aras\u0131ndaki ili\u015fkiyi anlamak i\u00e7in kullanabilece\u011fimiz bir y\u00f6ntemdir. Bir veri seti \u00fczerinde do\u011frusal regresyon uygulad\u0131\u011f\u0131m\u0131zda, a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenlerin de\u011ferleri g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, bir yan\u0131t de\u011fi\u015fkeninin de\u011ferlerini tahmin etmek i\u00e7in kullan\u0131labilecek bir regresyon denklemi elde ederiz. Daha sonra her tahmin i\u00e7in art\u0131klar\u0131 elde etmek amac\u0131yla tahmin [&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-632","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>Stata - Statorials&#039;de tahmin edilen de\u011ferler ve art\u0131klar nas\u0131l elde edilir<\/title>\n<meta name=\"description\" content=\"Stata&#039;da regresyon analizi yap\u0131ld\u0131ktan sonra tahmin edilen de\u011ferlerin ve art\u0131klar\u0131n nas\u0131l elde edilece\u011fine dair basit bir anlat\u0131m.\" \/>\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\/tahmin-edilen-degerler-artiklar-regresyon-durumu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stata - 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