{"id":818,"date":"2023-07-28T16:02:24","date_gmt":"2023-07-28T16:02:24","guid":{"rendered":"https:\/\/statorials.org\/tr\/spss-aykiri-degerleri\/"},"modified":"2023-07-28T16:02:24","modified_gmt":"2023-07-28T16:02:24","slug":"spss-aykiri-degerleri","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/spss-aykiri-degerleri\/","title":{"rendered":"Spss&#39;de ayk\u0131r\u0131 de\u011ferler nas\u0131l belirlenir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Ayk\u0131r\u0131 de\u011fer<\/strong> , bir veri k\u00fcmesindeki di\u011fer de\u011ferlerden anormal derecede uzak olan bir g\u00f6zlemdir. Ayk\u0131r\u0131 de\u011ferler sorunlu olabilir \u00e7\u00fcnk\u00fc analizin sonu\u00e7lar\u0131n\u0131 etkileyebilirler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde SPSS&#8217;de ayk\u0131r\u0131 de\u011ferlerin nas\u0131l tan\u0131mlanaca\u011f\u0131 ve ele al\u0131naca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>SPSS&#8217;de ayk\u0131r\u0131 de\u011ferler nas\u0131l belirlenir<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">15 ki\u015finin y\u0131ll\u0131k gelirini (bin olarak) g\u00f6steren a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9034 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeurs-aberrantesspss1.png\" alt=\"\" width=\"337\" height=\"413\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Ayk\u0131r\u0131 de\u011ferlerin mevcut olup olmad\u0131\u011f\u0131n\u0131 belirlemenin bir yolu, veri seti i\u00e7in bir kutu grafi\u011fi olu\u015fturmakt\u0131r. Bunu yapmak i\u00e7in <strong>Analiz<\/strong> sekmesine, ard\u0131ndan <strong>Tan\u0131mlay\u0131c\u0131 \u0130statistikler&#8217;e<\/strong> ve ard\u0131ndan <strong>Ke\u015ffet&#8217;e<\/strong> t\u0131klay\u0131n:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9035 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeurs-aberrantesspss2.png\" alt=\"\" width=\"515\" height=\"381\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A\u00e7\u0131lan yeni pencerede, <strong>gelir<\/strong> de\u011fi\u015fkenini bakmakla y\u00fck\u00fcml\u00fc olunan ki\u015filerin listesi etiketli kutuya s\u00fcr\u00fckleyin. Daha sonra <strong>\u0130statistikler&#8217;e<\/strong> t\u0131klay\u0131n ve <strong>Y\u00fczdelikler&#8217;in<\/strong> yan\u0131ndaki kutunun i\u015faretli oldu\u011fundan emin olun. Daha sonra <strong>Devam&#8217;\u0131<\/strong> t\u0131klay\u0131n. Daha sonra <strong>Tamam&#8217;\u0131<\/strong> t\u0131klay\u0131n.<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9038 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeurs-aberrantesspss5.png\" alt=\"\" width=\"517\" height=\"314\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Tamam&#8217;\u0131<\/strong> t\u0131klad\u0131\u011f\u0131n\u0131zda bir kutu grafi\u011fi g\u00f6r\u00fcnecektir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9037 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeurs-aberrantesspss4.png\" alt=\"SPSS'de kutu grafi\u011fi\" width=\"441\" height=\"372\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Kutu grafi\u011finin her iki ucunda da daire veya y\u0131ld\u0131z i\u015fareti yoksa, bu hi\u00e7bir ayk\u0131r\u0131 de\u011ferin mevcut olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">SPSS, a\u015fa\u011f\u0131daki aral\u0131klar\u0131n d\u0131\u015f\u0131nda kalan herhangi bir veri de\u011ferini ayk\u0131r\u0131 de\u011fer olarak kabul eder:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">3. \u00e7eyrek + 1,5*\u00e7eyrekler aras\u0131 aral\u0131k<\/span><\/li>\n<li> <span style=\"color: #000000;\">1. \u00e7eyrek \u2013 1,5*\u00e7eyrekler aras\u0131 aral\u0131k<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Sonu\u00e7ta <strong>Tukey Mente\u015feler<\/strong> etiketli sat\u0131rdaki 75. ve 25. y\u00fczdelikler aras\u0131ndaki fark\u0131 alarak \u00e7eyrekler aras\u0131 aral\u0131\u011f\u0131 hesaplayabiliriz:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9039 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeurs-aberrantesspss6.png\" alt=\"SPSS'de Tukey Mente\u015felerinin \u00e7eyrekler aras\u0131 aral\u0131\u011f\u0131\" width=\"558\" height=\"109\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu veri seti i\u00e7in \u00e7eyrekler aras\u0131 aral\u0131k 82 \u2013 36 = <strong>46&#8217;d\u0131r<\/strong> . Bu nedenle, a\u015fa\u011f\u0131daki aral\u0131klar\u0131n d\u0131\u015f\u0131ndaki t\u00fcm de\u011ferler ayk\u0131r\u0131 de\u011fer olarak de\u011ferlendirilecektir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">82 + 1,5*46 = <strong>151<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">36 \u2013 1,5*46 = <strong>-33<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u00e7\u0131k\u00e7as\u0131 gelir negatif olamaz, dolay\u0131s\u0131yla bu \u00f6rnekte alt s\u0131n\u0131r kullan\u0131\u015fl\u0131 de\u011fildir. Ancak 151&#8217;in \u00fczerindeki herhangi bir gelir ayk\u0131r\u0131 de\u011fer olarak de\u011ferlendirilecektir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin veri setimizdeki en b\u00fcy\u00fck de\u011ferin 152 oldu\u011funu varsayal\u0131m.<\/span> <span style=\"color: #000000;\">\u0130\u015fte o veri setinin kutu grafi\u011fi:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9040 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeurs-aberrantesspss7.png\" alt=\"SPSS'de ayk\u0131r\u0131 de\u011fer i\u00e7eren kutu grafi\u011fi\" width=\"504\" height=\"433\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Daire, verilerde bir ayk\u0131r\u0131 de\u011ferin mevcut oldu\u011funu g\u00f6sterir. 15 say\u0131s\u0131 veri k\u00fcmesindeki hangi g\u00f6zlemin ayk\u0131r\u0131 de\u011fer oldu\u011funu g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">SPSS ayr\u0131ca a\u015fa\u011f\u0131daki aral\u0131klar\u0131n d\u0131\u015f\u0131nda kalan herhangi bir veri de\u011ferini <strong>a\u015f\u0131r\u0131 ayk\u0131r\u0131<\/strong> de\u011fer olarak kabul eder:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">3. \u00e7eyrek + 3*\u00e7eyrekler aras\u0131 aral\u0131k<\/span><\/li>\n<li> <span style=\"color: #000000;\">1. \u00e7eyrek \u2013 3*\u00e7eyrekler aras\u0131 aral\u0131k<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Dolay\u0131s\u0131yla, a\u015fa\u011f\u0131daki aral\u0131klar\u0131n d\u0131\u015f\u0131ndaki t\u00fcm de\u011ferler, bu \u00f6rnekte a\u015f\u0131r\u0131 ayk\u0131r\u0131 de\u011ferler olarak de\u011ferlendirilecektir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">82 + 3*46 = <strong>220<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">36 \u2013 3*46 = <strong>-102<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin veri k\u00fcmemizdeki en b\u00fcy\u00fck de\u011ferin 221 oldu\u011funu varsayal\u0131m.<\/span> <span style=\"color: #000000;\">Bu veri k\u00fcmesinin kutu grafi\u011fi \u015f\u00f6yle:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9041 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeurs-aberrantesspss8.png\" alt=\"SPSS'deki bir kutu grafi\u011finde a\u015f\u0131r\u0131 ayk\u0131r\u0131 de\u011fer\" width=\"508\" height=\"462\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Y\u0131ld\u0131z i\u015fareti (*), verilerde a\u015f\u0131r\u0131 bir ayk\u0131r\u0131 de\u011ferin mevcut oldu\u011funu g\u00f6sterir. 15 say\u0131s\u0131, veri k\u00fcmesindeki hangi g\u00f6zlemin a\u015f\u0131r\u0131 u\u00e7 de\u011fer oldu\u011funu g\u00f6sterir.<\/span><\/p>\n<h3> <strong>Ayk\u0131r\u0131 de\u011ferler nas\u0131l ele al\u0131n\u0131r?<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Verilerinizde ayk\u0131r\u0131 de\u011fer varsa birka\u00e7 se\u00e7ene\u011finiz vard\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. Ayk\u0131r\u0131 de\u011ferin veri giri\u015fi hatas\u0131ndan kaynaklanmad\u0131\u011f\u0131ndan emin olun.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Bazen bir ki\u015fi verileri kaydederken yanl\u0131\u015f veri de\u011ferini girer. Ayk\u0131r\u0131 de\u011fer mevcutsa \u00f6ncelikle de\u011ferin do\u011fru girildi\u011fini ve bunun bir hata olmad\u0131\u011f\u0131n\u0131 do\u011frulay\u0131n.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. Ayk\u0131r\u0131 de\u011feri kald\u0131r\u0131n.<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">De\u011fer ger\u00e7ekten ayk\u0131r\u0131 bir de\u011ferse ve genel analiziniz \u00fczerinde \u00f6nemli bir etkisi olacaksa onu kald\u0131rmay\u0131 se\u00e7ebilirsiniz. Son raporunuzda veya analizinizde ayk\u0131r\u0131 bir de\u011feri kald\u0131rd\u0131\u011f\u0131n\u0131z\u0131 mutlaka belirtin.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3.<\/strong> <strong>Ayk\u0131r\u0131 de\u011fere yeni bir de\u011fer atay\u0131n<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Ayk\u0131r\u0131 de\u011ferin bir veri giri\u015fi hatas\u0131n\u0131n sonucu oldu\u011fu ortaya \u00e7\u0131karsa, ona veri k\u00fcmesinin <a href=\"https:\/\/statorials.org\/tr\/merkezi-egilimi-olcer\/\" target=\"_blank\" rel=\"noopener\">ortalamas\u0131 veya medyan\u0131<\/a> gibi yeni bir de\u011fer atamaya karar verebilirsiniz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Ayn\u0131 anda birden fazla de\u011fi\u015fkenle \u00e7al\u0131\u015f\u0131yorsan\u0131z ayk\u0131r\u0131 de\u011ferleri tespit etmek i\u00e7in <a href=\"https:\/\/statorials.org\/tr\/mahalanobis-mesafe-spss\/\" target=\"_blank\" rel=\"noopener\">Mahalanobis mesafesini<\/a> kullanmak isteyebilirsiniz.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ayk\u0131r\u0131 de\u011fer , bir veri k\u00fcmesindeki di\u011fer de\u011ferlerden anormal derecede uzak olan bir g\u00f6zlemdir. Ayk\u0131r\u0131 de\u011ferler sorunlu olabilir \u00e7\u00fcnk\u00fc analizin sonu\u00e7lar\u0131n\u0131 etkileyebilirler. Bu e\u011fitimde SPSS&#8217;de ayk\u0131r\u0131 de\u011ferlerin nas\u0131l tan\u0131mlanaca\u011f\u0131 ve ele al\u0131naca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r. SPSS&#8217;de ayk\u0131r\u0131 de\u011ferler nas\u0131l belirlenir 15 ki\u015finin y\u0131ll\u0131k gelirini (bin olarak) g\u00f6steren a\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m: Ayk\u0131r\u0131 de\u011ferlerin mevcut olup [&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-818","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 Ayk\u0131r\u0131 De\u011ferler Nas\u0131l Belirlenir \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"SPSS&#039;deki veri k\u00fcmelerindeki ayk\u0131r\u0131 de\u011ferlerin nas\u0131l belirlenece\u011fine dair basit bir a\u00e7\u0131klama.\" \/>\n<meta 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