A study of resampling methods for testing equality of means in paired population

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Atıf İçin Kopyala

Karadag O., Olmus H., Aktas S.

INTERNATIONAL JOURNAL OF MATHEMATICAL EDUCATION IN SCIENCE AND TECHNOLOGY, cilt.46, sa.8, ss.1244-1252, 2015 (ESCI)

• Yayın Türü: Makale / Tam Makale
• Cilt numarası: 46 Sayı: 8
• Basım Tarihi: 2015
• Doi Numarası: 10.1080/0020739x.2015.1034205
• Dergi Adı: INTERNATIONAL JOURNAL OF MATHEMATICAL EDUCATION IN SCIENCE AND TECHNOLOGY
• Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI), Scopus
• Sayfa Sayıları: ss.1244-1252
• Gazi Üniversitesi Adresli: Evet

Özet

The goal of this study is to compare the resampling methods including bootstrap and permutation tests against classical methods for paired samples. A simulation study was conducted to see the performance of both parametric and nonparametric methods under various assumptions such as non-normal populations and small or large sample sizes. The results of the simulation study are with respect to type I error and power of the test.