Longitudinal Studies of Binary Response Data Following Case-Control and Stratified Case-Control Sampling: Design and Analysis

• Published in: Biometrics Vol. 66; no. 2; pp. 365 - 373
• Main Authors: Schildcrout, Jonathan S., Rathouz, Paul J.
• Format: Journal Article
• Language: English
• Published: Malden, USA Blackwell Publishing Inc 01.06.2010; Wiley-Blackwell; Oxford University Press (OUP); Blackwell Publishing Ltd
• Subjects: Attention Deficit Disorder with Hyperactivity; Attention deficit hyperactivity disorder; Bias; Binary data; BIOMETRIC METHODOLOGY; Biometrics; biometry; Case-Control Studies; covariance; Design analysis; Design efficiency; Design of experiments; Efficiency; Estimating techniques; Estimation bias; experimental design; Generalized estimating equations; Humans; Logistic regression; logit analysis; Longitudinal data; Longitudinal Studies; Modeling; Models, Statistical; Outcome-dependent sampling; Parametric models; Population estimates; Research Design; Sampling bias; Statistical analysis

We discuss design and analysis of longitudinal studies after case-control sampling, wherein interest is in the relationship between a longitudinal binary response that is related to the sampling (case-control) variable, and a set of covariates. We propose a semiparametric modeling framework based on...