Influence assessment in censored mixed-effects models using the multivariate Student's-t distribution

Keyphrases

• Influence Evaluation 100%
• Mixed-effects Model 100%
• Normality Assumption 100%
• Multivariate T-distribution 100%
• Simulation Study 50%
• HIV RNA 50%
• Longitudinal Data 50%
• Censored Data 50%
• Viral Load 50%
• Density-based 50%
• Log-likelihood Ratio 50%
• Residual Error 50%
• Conditional Expectation 50%
• Complete Data 50%
• Right Censoring 50%
• Datalog 50%
• Random Effects 50%
• Low Detection Limit 50%
• Closed-form Expression 50%
• Influential Observations 50%
• Left-censored 50%
• Influence Diagnostics 50%
• EM Algorithm 50%
• Perturbation Scheme 50%
• Nonlinear Mixed Effects 50%
• RNA Dynamics 50%
• Censoring Scheme 50%
• Thick Tail 50%
• Multivariate Student-t 50%
• Biomedical Studies 50%

Mathematics

• Nonlinear 100%
• Simulation Study 100%
• Closed Form 100%
• Residuals 100%
• Influential Observation 100%
• Censored Data 100%
• Influence Diagnostics 100%
• Perturbation Scheme 100%
• Log Likelihood 100%
• Conditional Expectation 100%
• Longitudinal Data 100%
• Random Effect 100%
• Complete Data 100%
• Detection Limit 100%
• Censoring Scheme 100%