Bayesian multi-response nonlinear mixed-effect model: application of two recent HIV infection biomarkers

DOI10.1515/IJB-2021-0030MaRDI QIDQ6637108

Cécile Sommen, Ahmadou Alioum, Charlotte Castel, Yann le Strat, Edouard Chatignoux

Publication date: 13 November 2024

Published in: The International Journal of Biostatistics (Search for Journal in Brave)

zbMATH Keywords

nonlinear mixed modelsmulti-response modelHamiltonian Monte Carlo inferenceHIV biomarkers

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Understanding predictive information criteria for Bayesian models
• Generating random correlation matrices based on vines and extended onion method
• Bayesian inference in nonlinear mixed-effects models using normal independent distributions
• Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory
• Estimation of the Distribution of Infection Times Using Longitudinal Serological Markers of HIV: Implications for the Estimation of HIV Incidence
• Algebraic Geometry and Statistical Learning Theory
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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