Bayesian multivariate nonlinear mixed models for censored longitudinal trajectories with non-monotone missing values
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Publication:6566364
DOI10.1007/S00184-023-00929-XMaRDI QIDQ6566364
Tsung-I Lin, Wan-Lun Wang, Luis Mauricio Castro
Publication date: 3 July 2024
Published in: Metrika (Search for Journal in Brave)
Markov chain Monte Carloposterior samplingtruncated multivariate normal distributionmissing data imputationcensored data recovery
Cites Work
- Title not available (Why is that?)
- Missing data methods in longitudinal studies: a review
- Bayesian analysis of hierarchical linear mixed modeling using the multivariate \(t\) distribution
- Robust joint non-linear mixed-effects models and diagnostics for censored HIV viral loads with CD4 measurement error
- Two Taylor-series approximation methods for nonlinear mixed models
- Likelihood-based inference for mixed-effects models with censored response using the multivariate-\(t\) distribution
- Multivariate \(t\) linear mixed models for irregularly observed multiple repeated measures with missing outcomes
- Linear and Nonlinear Mixed-Effects Models for Censored HIV Viral Loads Using Normal/Independent Distributions
- Skew-normal/independent linear mixed models for censored responses with applications to HIV viral loads
- Discriminant Analysis for Longitudinal Data with Multiple Continuous Responses and Possibly Missing Data
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Inference and missing data
- The Collapsed Gibbs Sampler in Bayesian Computations with Applications to a Gene Regulation Problem
- The multivariate skew-normal distribution
- A Random-Effects Model for Multiple Characteristics With Possibly Missing Data
- Bayesian Semiparametric Nonlinear Mixed‐Effects Joint Models for Data with Skewness, Missing Responses, and Measurement Errors in Covariates
- Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skewt-Distribution
- Bayesian Measures of Model Complexity and Fit
- Multivariate T-Distributions and Their Applications
- Estimating Correlation Coefficient between Two Variables with Repeated Observations using Mixed Effects Model
- Monte Carlo sampling methods using Markov chains and their applications
- A general class of multivariate skew-elliptical distributions
- Flexible longitudinal linear mixed models for multiple censored responses data
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