Design of panel studies for disease progression with multiple stages.
A panel study consists of individuals who have data collected at periodic follow-up visits or pre-specified time points following entry into the study. The objective of this paper is to consider design issues in a panel study when the response variable is the stage of disease, and with focus on the transition intensities. Important design issues include the choice of the time interval between follow-up visits and sample size considerations. We study the effects of time intervals between follow-up visits on the precision of the transition intensities estimators. We also consider the power of statistical tests on the ratio of transition intensities. Discussion is extended to incorporate heterogeneity in the population in which frailty is introduced to describe subject-specific transition intensities.
Hwang
Wei-Ting
WT
Department of Biostatistics and Epidemiology, Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, 628 Blockley Hall, 423 Guardian Drive, Philadelphia, Pennsylvania 19104, USA. whwang@cceb.upenn.edu
Brookmeyer
Ron
R
D003627:Data Interpretation, Statistical; D018450:Disease Progression; D006801:Humans; D016013:Likelihood Functions; D012107:Research Design; D016019:Survival Analysis