Variational methods for fitting complex Bayesian mixed effects models to health data-Reference-Cited by-同舟云学术

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Variational methods for fitting complex Bayesian mixed effects models to health data

Published:2015-09-28 Issue:2 Volume:35 Page:165-188
ISSN:0277-6715
Container-title:Statistics in Medicine
language:en
Short-container-title:Statist. Med.

Author:

Lee Cathy Yuen Yi¹,Wand Matt P.¹

Affiliation:

1. School of Mathematical and Physical Sciences; University of Technology Sydney; Ultimo New South Wales 2007 Australia

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference58 articles.

1. Longitudinal data analysis for discrete and continuous outcomes;Zeger;Biometrics,1986

2. Random-effects models for longitudinal data;Laird;Biometrics,1982

3. Approximate inference in generalized linear mixed models;Breslow;Journal of the American Statistical Association,1993

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1. Gaussian variational approximate inference for joint models of longitudinal biomarkers and a survival outcome;Statistics in Medicine;2022-11-28

2. Variational Bayesian analysis for Wiener degradation model with random effects;Communications in Statistics - Theory and Methods;2020-11-23

3. Use of model reparametrization to improve variational Bayes†;Journal of the Royal Statistical Society: Series B (Statistical Methodology);2020-11-18

4. Streamlined variational inference for higher level group-specific curve models;Statistical Modelling;2020-08-21

5. Statistical strategies for the analysis of massive data sets;Biometrical Journal;2019-09-12

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