Variational inference for marginal longitudinal semiparametric regression

Publisher:
John Wiley & Sons Ltd
Publication Type:
Journal Article
Citation:
Stat, 2013, 2 (1), pp. 61 - 71
Issue Date:
2013-01
Full metadata record
Files in This Item:
Filename Description Size
Thumbnail2012008514OK.pdf895.32 kB
Adobe PDF
We derive a variational inference procedure for approximate Bayesian inference in marginal longitudinal semiparametric regression. Fitting and inference is much faster than existing Markov chain Monte Carlo approaches. Numerical studies indicate that the new methodology is very accurate for the class of models under consideration. Copyright 2013 John Wiley & Sons Ltd
Please use this identifier to cite or link to this item: