Variational methods for fitting complex Bayesian mixed effects models to health data
Published 2015 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Variational methods for fitting complex Bayesian mixed effects models to health data
Authors
Keywords
-
Journal
STATISTICS IN MEDICINE
Volume 35, Issue 2, Pages 165-188
Publisher
Wiley
Online
2015-09-29
DOI
10.1002/sim.6737
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- On Variational Bayes Estimation and Variational Information Criteria for Linear Regression Models
- (2014) Chong You et al. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS
- Mean field variational Bayes for continuous sparse signal shrinkage: Pitfalls and remedies
- (2014) Sarah E. Neville et al. Electronic Journal of Statistics
- Real-Time Semiparametric Regression
- (2013) J. Luts et al. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
- Gaussian Variational Approximate Inference for Generalized Linear Mixed Models
- (2011) J. T. Ormerod et al. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
- Variational Bayesian Inference for Parametric and Nonparametric Regression With Missing Data
- (2011) C. Faes et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Sparse variational analysis of linear mixed models for large data sets
- (2011) Artin Armagan et al. STATISTICS & PROBABILITY LETTERS
- Penalized wavelets: Embedding wavelets into semiparametric regression
- (2011) M.P. Wand et al. Electronic Journal of Statistics
- Explaining Variational Approximations
- (2010) J. T. Ormerod et al. AMERICAN STATISTICIAN
- Bayesian Nonparametric Regression Analysis of Data with Random Effects Covariates from Longitudinal Measurements
- (2010) Duchwan Ryu et al. BIOMETRICS
- A Penalized Spline Approach to Functional Mixed Effects Model Analysis
- (2010) Huaihou Chen et al. BIOMETRICS
- A weakly informative default prior distribution for logistic and other regression models
- (2009) Andrew Gelman et al. Annals of Applied Statistics
- ON SEMIPARAMETRIC REGRESSION WITH O'SULLIVAN PENALIZED SPLINES
- (2008) M. P. Wand et al. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS
- On the asymptotics of penalized splines
- (2008) Y. Li et al. BIOMETRIKA
- Application of Semiparametric Mixed Models and Simultaneous Confidence Bands in a Cardiovascular Safety Experiment with Longitudinal Data
- (2008) John T. Maringwa et al. Journal of Biopharmaceutical Statistics
- Streamlined variance calculations for semiparametric mixed models
- (2007) Andrew D. A. C. Smith et al. STATISTICS IN MEDICINE
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now