{"id":801,"date":"2023-07-28T17:24:15","date_gmt":"2023-07-28T17:24:15","guid":{"rendered":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/"},"modified":"2023-07-28T17:24:15","modified_gmt":"2023-07-28T17:24:15","slug":"spss-coklu-dogrusal-regresyon","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/","title":{"rendered":"Spss&#39;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u00c7oklu do\u011frusal regresyon,<\/strong> iki 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;\">Bu e\u011fitimde SPSS&#8217;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: SPSS&#8217;de \u00c7oklu Do\u011frusal Regresyon<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u00c7al\u0131\u015fmak i\u00e7in harcanan saatlerin ve al\u0131nan uygulama s\u0131navlar\u0131n\u0131n say\u0131s\u0131n\u0131n, \u00f6\u011frencinin belirli bir s\u0131navda ald\u0131\u011f\u0131 notu etkileyip etkilemedi\u011fini bilmek istedi\u011fimizi varsayal\u0131m. Bunu ara\u015ft\u0131rmak i\u00e7in a\u015fa\u011f\u0131daki de\u011fi\u015fkenleri kullanarak \u00e7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirebiliriz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>A\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler:<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u00c7al\u0131\u015f\u0131lan saatler<\/span><\/li>\n<li> <span style=\"color: #000000;\">Haz\u0131rl\u0131k s\u0131navlar\u0131 ge\u00e7ti<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Yan\u0131t de\u011fi\u015fkeni:<\/strong><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">S\u0131nav sonucu<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">SPSS&#8217;de bu \u00e7oklu do\u011frusal regresyonu ger\u00e7ekle\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 kullan\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 1: Verileri girin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">20 \u00f6\u011frenci i\u00e7in \u00e7al\u0131\u015f\u0131lan saat say\u0131s\u0131, girilen haz\u0131rl\u0131k s\u0131navlar\u0131 ve al\u0131nan s\u0131nav sonu\u00e7lar\u0131 i\u00e7in a\u015fa\u011f\u0131daki verileri girin:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8814 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss1.png\" alt=\"\" width=\"325\" height=\"439\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 2: \u00c7oklu do\u011frusal regresyon ger\u00e7ekle\u015ftirin.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Analiz<\/strong> sekmesine, ard\u0131ndan <strong>Regresyon&#8217;a<\/strong> ve ard\u0131ndan <strong>Do\u011frusal&#8217;a<\/strong> t\u0131klay\u0131n:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8815 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss2.png\" alt=\"SPSS'de \u00c7oklu Do\u011frusal Regresyon\" width=\"538\" height=\"414\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">De\u011fi\u015fken <strong>puan\u0131n\u0131<\/strong> Ba\u011f\u0131ml\u0131 etiketli kutuya s\u00fcr\u00fckleyin. <strong>Hours<\/strong> ve <strong>prep_exams<\/strong> de\u011fi\u015fkenlerini Ba\u011f\u0131ms\u0131z(lar) etiketli kutuya s\u00fcr\u00fckleyin. Daha sonra <strong>Tamam&#8217;\u0131<\/strong> t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8816 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss3.png\" alt=\"SPSS'de \u00c7oklu Do\u011frusal Regresyon \u00d6rne\u011fi\" width=\"477\" height=\"395\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Ad\u0131m 3: Sonucu yorumlay\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Tamam&#8217;a<\/strong> t\u0131klad\u0131\u011f\u0131n\u0131zda \u00e7oklu do\u011frusal regresyon sonu\u00e7lar\u0131 yeni bir pencerede g\u00f6r\u00fcnecektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bizi ilgilendiren ilk tabloya <strong>Model \u00d6zeti<\/strong> ad\u0131 verilir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8817 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss4.png\" alt=\"SPSS'deki regresyon modelinin \u00f6zet sonucu\" width=\"400\" height=\"138\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu tablodaki en alakal\u0131 say\u0131lar\u0131 nas\u0131l yorumlayaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>R Kare:<\/strong> Yan\u0131t de\u011fi\u015fkenindeki a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenler taraf\u0131ndan a\u00e7\u0131klanabilen varyans\u0131n oran\u0131d\u0131r. Bu \u00f6rnekte s\u0131nav puanlar\u0131ndaki farkl\u0131l\u0131\u011f\u0131n <strong>%73,4&#8217;\u00fc<\/strong> \u00e7al\u0131\u015f\u0131lan saat ve girilen haz\u0131rl\u0131k s\u0131nav\u0131 say\u0131s\u0131yla a\u00e7\u0131klanabilir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Standart. Tahmin hatas\u0131:<\/strong><\/span> <a href=\"https:\/\/statorials.org\/tr\/standart-hata-regresyonu\/\" target=\"_blank\" rel=\"noopener\">Standart hata<\/a> , <span style=\"color: #000000;\">g\u00f6zlemlenen de\u011ferler ile regresyon \u00e7izgisi aras\u0131ndaki ortalama mesafedir. Bu \u00f6rnekte g\u00f6zlemlenen de\u011ferler regresyon do\u011frusundan ortalama <strong>5,3657<\/strong> birim sapmaktad\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bizi ilgilendiren bir sonraki tabloya <strong>ANOVA<\/strong> ad\u0131 veriliyor:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8819 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss6.png\" alt=\"SPSS'de regresyon i\u00e7in ANOVA \u00e7\u0131kt\u0131 tablosu\" width=\"534\" height=\"191\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu tablodaki en alakal\u0131 say\u0131lar\u0131 nas\u0131l yorumlayaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>F:<\/strong> Bu, Regresyon modeli i\u00e7in Ortalama Kare Regresyon \/ Ortalama Kareler Art\u0131k olarak hesaplanan genel F istatisti\u011fidir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Sig:<\/strong> Bu, genel F istatisti\u011fiyle ili\u015fkili p de\u011feridir. Bu bize regresyon modelinin bir b\u00fct\u00fcn olarak istatistiksel olarak anlaml\u0131 olup olmad\u0131\u011f\u0131n\u0131 s\u00f6yler. Ba\u015fka bir deyi\u015fle, bize iki a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenin birle\u015fiminin yan\u0131t de\u011fi\u015fkeni ile istatistiksel olarak anlaml\u0131 bir ili\u015fkiye sahip olup olmad\u0131\u011f\u0131n\u0131 s\u00f6yler. Bu durumda p de\u011feri 0,000&#8217;e e\u015fittir; bu, a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkenlerin, \u00e7al\u0131\u015f\u0131lan saatlerin ve girilen haz\u0131rl\u0131k s\u0131navlar\u0131n\u0131n s\u0131nav sonucuyla istatistiksel olarak anlaml\u0131 bir ili\u015fkiye sahip oldu\u011funu g\u00f6sterir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bizi ilgilendiren a\u015fa\u011f\u0131daki tablo <strong>Katsay\u0131lar<\/strong> ba\u015fl\u0131\u011f\u0131n\u0131 ta\u015f\u0131maktad\u0131r:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-8818 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss5.png\" alt=\"SPSS'de \u00c7oklu Do\u011frusal Regresyon Katsay\u0131s\u0131 \u00c7\u0131k\u0131\u015f\u0131\" width=\"528\" height=\"172\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu tablodaki en alakal\u0131 say\u0131lar\u0131 nas\u0131l yorumlayaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>B standartla\u015ft\u0131r\u0131lmam\u0131\u015f (sabit):<\/strong> bu bize, her iki \u00f6ng\u00f6r\u00fcc\u00fc de\u011fi\u015fken de s\u0131f\u0131r oldu\u011funda yan\u0131t de\u011fi\u015fkeninin ortalama de\u011ferini s\u00f6yler. Bu \u00f6rnekte, \u00e7al\u0131\u015f\u0131lan saat ve al\u0131nan haz\u0131rl\u0131k s\u0131navlar\u0131n\u0131n her ikisi de s\u0131f\u0131r oldu\u011funda ortalama s\u0131nav puan\u0131 <strong>67.674&#8217;t\u00fcr<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Standartla\u015ft\u0131r\u0131lmam\u0131\u015f B (saat):<\/strong> Bu bize, al\u0131nan haz\u0131rl\u0131k s\u0131navlar\u0131n\u0131n say\u0131s\u0131n\u0131n sabit kald\u0131\u011f\u0131 varsay\u0131larak, \u00e7al\u0131\u015fma saatlerindeki bir birimlik art\u0131\u015fla ili\u015fkili olarak s\u0131nav puanlar\u0131ndaki ortalama de\u011fi\u015fimi belirtir. Bu durumda, al\u0131nan deneme s\u0131navlar\u0131n\u0131n say\u0131s\u0131n\u0131n sabit kald\u0131\u011f\u0131 varsay\u0131ld\u0131\u011f\u0131nda, ders \u00e7al\u0131\u015fmak i\u00e7in harcanan her ilave saat, s\u0131nav puan\u0131nda <strong>5.556<\/strong> puanl\u0131k bir art\u0131\u015fla ili\u015fkilidir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Standartla\u015ft\u0131r\u0131lmam\u0131\u015f B (prep_exams):<\/strong> Bu, \u00e7al\u0131\u015f\u0131lan saat say\u0131s\u0131n\u0131n sabit kald\u0131\u011f\u0131 varsay\u0131larak, al\u0131nan haz\u0131rl\u0131k s\u0131navlar\u0131ndaki bir birimlik art\u0131\u015fla ili\u015fkili olarak s\u0131nav puan\u0131ndaki ortalama de\u011fi\u015fikli\u011fi belirtir. Bu durumda, \u00e7al\u0131\u015f\u0131lan saat say\u0131s\u0131n\u0131n sabit kald\u0131\u011f\u0131 varsay\u0131ld\u0131\u011f\u0131nda, al\u0131nan her ek haz\u0131rl\u0131k s\u0131nav\u0131, s\u0131nav puan\u0131nda <strong>0,602<\/strong> puanl\u0131k bir d\u00fc\u015f\u00fc\u015fe neden olur.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0130mza. (saat):<\/strong> Bu, <strong>saat<\/strong> a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkeninin p de\u011feridir. Bu de\u011fer (0,000) 0,05&#8217;ten k\u00fc\u00e7\u00fck oldu\u011fundan \u00e7al\u0131\u015f\u0131lan saatlerin s\u0131nav puanlar\u0131yla istatistiksel olarak anlaml\u0131 bir ili\u015fkisi oldu\u011fu sonucuna varabiliriz.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0130mza. (prep_exams):<\/strong> Bu, <strong>prep_exams<\/strong> a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fkeninin p de\u011feridir. Bu de\u011fer (0,519) 0,05&#8217;ten az olmad\u0131\u011f\u0131 i\u00e7in girilen haz\u0131rl\u0131k s\u0131nav say\u0131s\u0131n\u0131n s\u0131nav sonucuyla istatistiksel olarak anlaml\u0131 bir ili\u015fkisi oldu\u011fu sonucuna varamay\u0131z.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Son olarak <strong>sabit<\/strong> , <strong>saat<\/strong> ve <strong>prep_exams<\/strong> i\u00e7in tabloda g\u00f6sterilen de\u011ferleri kullanarak bir regresyon denklemi olu\u015fturabiliriz. Bu durumda denklem \u015fu \u015fekilde olacakt\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tahmini s\u0131nav puan\u0131 = 67,674 + 5,556*(saat) \u2013 0,602*(prep_exams)<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu denklemi, bir \u00f6\u011frencinin \u00e7al\u0131\u015fma saati ve girdi\u011fi deneme s\u0131nav\u0131 say\u0131s\u0131na g\u00f6re tahmini s\u0131nav puan\u0131n\u0131 bulmak i\u00e7in kullanabiliriz. \u00d6rne\u011fin 3 saat ders \u00e7al\u0131\u015f\u0131p 2 haz\u0131rl\u0131k s\u0131nav\u0131na giren bir \u00f6\u011frencinin s\u0131nav puan\u0131n\u0131n 83,1 olmas\u0131 gerekir:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tahmini s\u0131nav puan\u0131 = 67,674 + 5,556*(3) \u2013 0,602*(2) = 83,1<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em><strong>Not:<\/strong> <strong>Haz\u0131rl\u0131k s\u0131navlar\u0131na ili\u015fkin<\/strong> a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken istatistiksel olarak anlaml\u0131 bulunmad\u0131\u011f\u0131ndan, onu modelden \u00e7\u0131karmaya ve bunun yerine tek a\u00e7\u0131klay\u0131c\u0131 de\u011fi\u015fken olarak <strong>\u00e7al\u0131\u015f\u0131lan saatleri<\/strong> kullanarak <a href=\"https:\/\/statorials.org\/tr\/spss-basit-dogrusal-regresyon\/\" target=\"_blank\" rel=\"noopener\">basit bir do\u011frusal regresyon<\/a> ger\u00e7ekle\u015ftirmeye karar verebiliriz.<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00c7oklu do\u011frusal regresyon, iki 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. Bu e\u011fitimde SPSS&#8217;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r. \u00d6rnek: SPSS&#8217;de \u00c7oklu Do\u011frusal Regresyon \u00c7al\u0131\u015fmak i\u00e7in harcanan saatlerin ve al\u0131nan uygulama s\u0131navlar\u0131n\u0131n say\u0131s\u0131n\u0131n, \u00f6\u011frencinin belirli bir s\u0131navda ald\u0131\u011f\u0131 notu etkileyip etkilemedi\u011fini bilmek istedi\u011fimizi varsayal\u0131m. Bunu [&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-801","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>SPSS&#039;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir - Statorials<\/title>\n<meta name=\"description\" content=\"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere SPSS&#039;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine 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 rel=\"canonical\" href=\"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SPSS&#039;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir - Statorials\" \/>\n<meta property=\"og:description\" content=\"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere SPSS&#039;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin basit bir a\u00e7\u0131klama.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T17:24:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss1.png\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/\",\"url\":\"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/\",\"name\":\"SPSS&#39;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-28T17:24:15+00:00\",\"dateModified\":\"2023-07-28T17:24:15+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere SPSS&#39;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin basit bir a\u00e7\u0131klama.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Spss&#39;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/tr\/#website\",\"url\":\"https:\/\/statorials.org\/tr\/\",\"name\":\"Statorials\",\"description\":\"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. Daha fazlas\u0131n\u0131 bil\",\"sameAs\":[\"https:\/\/statorials.org\/tr\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"SPSS&#39;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir - Statorials","description":"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere SPSS&#39;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin basit bir a\u00e7\u0131klama.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/","og_locale":"tr_TR","og_type":"article","og_title":"SPSS&#39;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir - Statorials","og_description":"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere SPSS&#39;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin basit bir a\u00e7\u0131klama.","og_url":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/","og_site_name":"Statorials","article_published_time":"2023-07-28T17:24:15+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/multregspss1.png"}],"author":"Dr.benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Dr.benjamin anderson","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/","url":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/","name":"SPSS&#39;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-28T17:24:15+00:00","dateModified":"2023-07-28T17:24:15+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Ad\u0131m ad\u0131m \u00f6rnek de dahil olmak \u00fczere SPSS&#39;de \u00e7oklu do\u011frusal regresyonun nas\u0131l ger\u00e7ekle\u015ftirilece\u011fine ili\u015fkin basit bir a\u00e7\u0131klama.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/spss-coklu-dogrusal-regresyon\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"Spss&#39;de \u00e7oklu do\u011frusal regresyon nas\u0131l ger\u00e7ekle\u015ftirilir"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/tr\/#website","url":"https:\/\/statorials.org\/tr\/","name":"Statorials","description":"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/tr\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr"},{"@type":"Person","@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48","name":"Dr.benjamin anderson","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"Dr.benjamin anderson"},"description":"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. Daha fazlas\u0131n\u0131 bil","sameAs":["https:\/\/statorials.org\/tr"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/comments?post=801"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/801\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}