Adjusting for centre heterogeneity in multicentre clinical trials with a time-to-event outcome

作者：Munda Marco^*; Legrand Catherine

来源：Pharmaceutical Statistics, 2014, 13(2): 145-152.

DOI：10.1002/pst.1612

• frailty distribution misspecification
• multicentre clinical trial
• time-to-event outcome
• frailty model

Conducting a clinical trial at multiple study centres raises the issue of whether and how to adjust for centre heterogeneity in the statistical analysis. In this paper, we address this issue for multicentre clinical trials with a time-to-event outcome. Based on simulations, we show that the current practice of ignoring centre heterogeneity can be seriously misleading, and we illustrate the performances of the frailty modelling approach over competing methods. A special attention is paid to the problem of misspecification of the frailty distribution. The appendix provides sample codes in R and in SAS to perform the analyses in this paper.

• 出版日期2014-3