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A class of tests of proportional hazards assumption for left-truncated and right-censored data.

Authors :
Chen, Wei
Wang, Dehui
Li, Yanfeng
Source :
Journal of Applied Statistics. Nov2015, Vol. 42 Issue 11, p2307-2320. 14p. 6 Charts, 2 Graphs.
Publication Year :
2015

Abstract

In this paper, we proposed a class of tests of proportional hazards assumption for left-truncated and right-censored data based on a pair of estimators of the hazard ratio constant. Using counting process and martingale theory, the asymptotically normal distribution of the test statistic is derived and a family of consistent estimators of variance are also provided. Extensive simulation studies were conducted to evaluate the performance of the proposed test statistics under finite sample situations. Two real data sets are analyzed to illustrate our method. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02664763
Volume :
42
Issue :
11
Database :
Academic Search Index
Journal :
Journal of Applied Statistics
Publication Type :
Academic Journal
Accession number :
109542365
Full Text :
https://doi.org/10.1080/02664763.2015.1027884