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

DOI10.1111/j.1541-0420.2009.01306.xzbMath1192.62238OpenAlexW2038732872WikidataQ33492947 ScholiaQ33492947MaRDI QIDQ3576910

Jonathan S. Schildcrout, Paul J. Rathouz

Publication date: 3 August 2010

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3051172

zbMATH Keywords

longitudinal dataefficiencylogistic regressionbiasgeneralized estimating equationsbinary dataoutcome-dependent sampling

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Medical applications (general) (92C50) Estimation in survival analysis and censored data (62N02)

Related Items (7)

Outcome-Dependent Sampling from Existing Cohorts with Longitudinal Binary Response Data: Study Planning and Analysis ⋮ Recent progresses in outcome-dependent sampling with failure time data ⋮ Small‐sample inference for cluster‐based outcome‐dependent sampling schemes in resource‐limited settings: Investigating low birthweight in Rwanda ⋮ Biased sampling designs to improve research efficiency: factors influencing pulmonary function over time in children with asthma ⋮ Likelihood‐based analysis of longitudinal data from outcome‐related sampling designs ⋮ Outcome Vector Dependent Sampling with Longitudinal Continuous Response Data: Stratified Sampling Based on Summary Statistics ⋮ Regression analysis for a summed missing data problem under an outcome-dependent sampling scheme

Uses Software

• Stata

Cites Work

• Longitudinal data analysis using generalized linear models
• Marginalized Transition Models and Likelihood Inference for Longitudinal Categorical Data
• Regression analysis of longitudinal binary data with time-dependent environmental covariates: bias and efficiency
• Combined association and aggregation analysis of data from case-control family studies
• Logistic regression for autocorrelated data with application to repeated measures
• Efficiency of Regression Estimates for Clustered Data
• Miscellanea. On case-control sampling of clustered data
• The analysis of retrospective family studies
• Marginally Specified Logistic‐Normal Models for Longitudinal Binary Data
• Logistic regression of family data from case-control studies
• A Caveat Concerning Independence Estimating Equations with Multivariate Binary Data
• Marginalized Models for Moderate to Long Series of Longitudinal Binary Response Data
• Family‐Specific Approaches to the Analysis of Case–Control Family Data

This page was built for publication: Longitudinal Studies of Binary Response Data Following Case-Control and Stratified Case-Control Sampling: Design and Analysis