Sequential nonparametric procedures for testing the equality of two lifetime distributions based on progressively censored data. Issue 2 (2nd April 2016)

• Record Type: Journal Article
• Authors: Zhu, Xiaojun; Ng, Hon Keung Tony; Tang, Man Lai
• Is Part Of: Sequential analysis. Volume 35:Issue 2(2016)
• Page Start: 158
• Page End: 174
• Publication Date: 2016-04-02
• Subjects: Lehmann alternative -- life testing -- Monte Carlo simulations -- precedence statistics -- two-sample problem; 62G10 -- 62L15 -- 62L99; Sequential analysis -- Periodicals; 519.54
• DOI: 10.1080/07474946.2016.1165525
• Languages: English
• ISSNs: 0747-4946

Abstract

ABSTRACT: Many nonparametric tests have been formulated to test the equality of two lifetime distributions (e.g., Wilcoxon rank-sum test and sign test), and some of these nonparametric tests can be applied to censored samples (e.g., precedence-type tests and log-rank test). In this article, we study several sequential nonparametric test procedures based on the precedence-type statistics when the lifetime data are observed sequentially and one of the two samples is progressively Type-II censored. Exact power function under Lehmann alternatives is derived. Monte Carlo simulation is used to evaluate the performances of these sequential test procedures. Conclusions and recommendations are provided based on these results.