Back to Search Start Over

One-sample location test based on the sign and Wilcoxon signed-rank tests.

Authors :
Kitani, Masato
Murakami, Hidetoshi
Source :
Journal of Statistical Computation & Simulation. Feb 2022, Vol. 92 Issue 3, p610-622. 13p.
Publication Year :
2022

Abstract

One-sample testing problem is one of the most important topics in statistics. The sign and Wilcoxon tests are commonly used for testing the location parameter. An extension of the sign and Wilcoxon signed-rank tests has been proposed. However, when the sample size increases, the exact critical value of the statistic becomes difficult to determine. Therefore, in this study, we used a saddlepoint approximation with continuity correction to approximate the distribution of the statistic. Our numerical results illustrate that the saddlepoint approximation to the statistic is more suitable than the normal approximation. We also derived the asymptotic power under the alternative hypothesis and investigated the unbiasedness and biasedness of the test conducted in this study. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00949655
Volume :
92
Issue :
3
Database :
Academic Search Index
Journal :
Journal of Statistical Computation & Simulation
Publication Type :
Academic Journal
Accession number :
154794014
Full Text :
https://doi.org/10.1080/00949655.2021.1968399