Dirichlet Processes in Nonlinear Mixed Effects Models

DOI10.1080/03610910903511745zbMath1489.62005OpenAlexW2088985497MaRDI QIDQ3577178

Jing Wang

Publication date: 5 August 2010

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910903511745

zbMATH Keywords

Dirichlet processesMetropolis-Hastings algorithmGibbs samplingLaplace's approximationno-gaps algorithmnonlinear mixed effects model (NLMM)

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Related Items (2)

Semiparametric Bayesian hierarchical models for heterogeneous population in nonlinear mixed effect model: application to gastric emptying studies ⋮ Bayesian inference in nonlinear mixed-effects models using normal independent distributions

Uses Software

• SAS
• NONMEM
• SAS/STAT

Cites Work

• Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
• Ferguson distributions via Polya urn schemes
• Laplace approximations for hypergeometric functions with matrix argument
• A Bayesian analysis of some nonparametric problems
• Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations
• The Bayesian Analysis of Population Pharmacokinetic Models
• Sampling-Based Approaches to Calculating Marginal Densities
• Accurate Approximations for Posterior Moments and Marginal Densities
• A semiparametric Bayesian model for randomised block designs
• Laplace Approximations for Natural Exponential Families with Cuts
• A Bayesian Population Model With Hierarchical Mixture Priors Applied to Blood Count Data
• Bayesian Analysis of Linear and Non-Linear Population Models by Using the Gibbs Sampler
• Estimating normal means with a conjugate style dirichlet process prior
• Bayesian Density Estimation and Inference Using Mixtures

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