A dynamic Bayesian nonlinear mixed-effects model of HIV response incorporating medication adherence, drug resistance and covariates

DOI10.1214/10-AOAS376zbMath1220.62138arXiv1104.3464OpenAlexW3103108126WikidataQ41153820 ScholiaQ41153820MaRDI QIDQ542517

Edward P. Acosta, Yangxin Huang, Jeanne Holden-Wiltse, Hulin Wu

Publication date: 10 June 2011

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1104.3464

zbMATH Keywords

longitudinal dataconfounding factorsMEMS adherence assessmenttime-varying drug efficacyvirus resistance

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Dynamical systems in biology (37N25) Medical applications (general) (92C50)

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Uses Software

• IMSL Numerical Libraries

Cites Work

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