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


Karadag O., Olmus H., Aktas S.

INTERNATIONAL JOURNAL OF MATHEMATICAL EDUCATION IN SCIENCE AND TECHNOLOGY, cilt.46, ss.1244-1252, 2015 (ESCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 46 Konu: 8
  • Basım Tarihi: 2015
  • Doi Numarası: 10.1080/0020739x.2015.1034205
  • Dergi Adı: INTERNATIONAL JOURNAL OF MATHEMATICAL EDUCATION IN SCIENCE AND TECHNOLOGY
  • Sayfa Sayıları: ss.1244-1252

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.