Back to Search Start Over

Power and sample size calculation for paired recurrent events data based on robust nonparametric tests.

Authors :
Su, Pei‐Fang
Chung, Chia‐Hua
Wang, Yu‐Wen
Chi, Yunchan
Chang, Ying‐Ju
Source :
Statistics in Medicine. 5/20/2017, Vol. 36 Issue 11, p1823-1838. 16p.
Publication Year :
2017

Abstract

The purpose of this paper is to develop a formula for calculating the required sample size for paired recurrent events data. The developed formula is based on robust non-parametric tests for comparing the marginal mean function of events between paired samples. This calculation can accommodate the associations among a sequence of paired recurrent event times with a specification of correlated gamma frailty variables for a proportional intensity model. We evaluate the performance of the proposed method with comprehensive simulations including the impacts of paired correlations, homogeneous or nonhomogeneous processes, marginal hazard rates, censoring rate, accrual and follow-up times, as well as the sensitivity analysis for the assumption of the frailty distribution. The use of the formula is also demonstrated using a premature infant study from the neonatal intensive care unit of a tertiary center in southern Taiwan. Copyright © 2017 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02776715
Volume :
36
Issue :
11
Database :
Academic Search Index
Journal :
Statistics in Medicine
Publication Type :
Academic Journal
Accession number :
122812452
Full Text :
https://doi.org/10.1002/sim.7241