Bayesian regression analysis of data with random effects covariates from nonlinear longitudinal measurements

Keyphrases

• Generalized Linear Model 100%
• Random Effects 100%
• NONMEM 100%
• Joint Model 100%
• Primary Response 100%
• Longitudinal Trajectories 100%
• Bayesian Regression Analysis 100%
• Longitudinal Measurement 100%
• Estimation Method 50%
• Computational Efficiency 50%
• Variable Measurement 50%
• Longitudinal Data 50%
• Response Variable 50%
• Simulation Study 50%
• Pregnancy Stages 50%
• Hormone Levels 50%
• Correlated Errors 50%
• Longitudinal Model 50%
• Mixed-effects Model 50%
• Recovery Mechanism 50%
• Estimation Strategies 50%
• Prior Structure 50%
• MCMC Sampler 50%
• Model Misspecification 50%
• Bayesian Estimation 50%
• Likelihood Approximation 50%
• Abnormal Pregnancy Outcomes 50%

INIS

• regression analysis 100%
• randomness 100%
• data analysis 100%
• nonlinear problems 100%
• data 66%
• trajectories 66%
• errors 66%
• pregnancy 66%
• levels 33%
• simulation 33%
• therapy 33%
• diseases 33%
• implementation 33%
• recovery 33%
• approximations 33%
• modeling 33%
• efficiency 33%
• hormones 33%
• samplers 33%

Mathematics

• Bayesian 100%
• Random Effect 100%
• Covariate 100%
• Generalized Linear Model 100%
• Longitudinal Trajectory 100%
• Wide Class 50%
• Simulation Study 50%
• Longitudinal Data 50%
• Response Variable 50%
• Bayesian Estimation 50%
• Model Misspecification 50%
• Correlated Error 50%