Weighted Kaplan-Meier tests for umbrella alternatives

Wei Chun Lee, Yuh Ing Chen

研究成果: 雜誌貢獻期刊論文同行評審

5 引文 斯高帕斯(Scopus)

摘要

The problem of testing for umbrella alternatives in a one-way layout with right-censored survival data is considered. Testing procedures based on the two-sample weighted Kaplan-Meier statistics suggested by Pepe and Fleming (1989, Biometrics, 45, 497-507; 1991, J. Roy. Statist. Soc. Ser. B, 53, 341-352) are suggested for both cases when the peak of the umbrella is known or unknown. The asymptotic relative efficiency of the weighted Kaplan-Meier test and the weighted logrank test proposed by Chen and Wolfe (2000, Statist. Sinica, 10, 595-612) is computed for the umbrella peak-known setting where the piecewise exponential survival distributions have the proportional or crossing hazards, or the related hazards differ at early or late times. Moreover, the results of a Monte Carlo study are presented to investigate the level and power performances of the umbrella tests. Finally, application of the proposed procedures to an appropriated data set is illustrated.

原文???core.languages.en_GB???
頁(從 - 到)835-852
頁數18
期刊Annals of the Institute of Statistical Mathematics
53
發行號4
DOIs
出版狀態已出版 - 2001

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