Bayesian inference for two-part mixed-effects model using skew distributions, with application to longitudinal semicontinuous alcohol data

Keyphrases

• Bayesian Inference 100%
• Alcohol 100%
• Semi-continuous 100%
• Skew Distributions 100%
• Two-part Mixed-effects Model 100%
• Symptom Reporting 66%
• Semicontinuous Data 66%
• Substance Abuse 33%
• Linear Mixed Model 33%
• Bayesian Approach 33%
• Model Specification 33%
• Alcohol Abuse 33%
• Simulation Study 33%
• Random Effects 33%
• Mixed-effects Model 33%
• Right-skewed 33%
• Model Errors 33%
• Potential Model 33%
• Analytic Results 33%
• Effect Structure 33%
• Logistic Mixed Model 33%
• Log-logistic Distribution 33%
• Longitudinal Observational Study 33%
• Correlated Random Effects 33%
• Skew-t 33%
• Skew-normal Distribution 33%

Mathematics

• Random Effect 100%
• Bayesian Inference 100%
• Simulation Study 50%
• Model Specification 50%
• Repeated Measure Analysis 50%
• Longitudinal Study 50%
• Bayesian Approach 50%
• Skew-Normal Distribution 50%