Finite population estimators in stochastic search variable selection
Repository Usage Stats
SubjectBayesian model averaging
Markov chain Monte Carlo
Median probability model
Published Version (Please cite this version)10.1093/biomet/ass040
Publication InfoClyde, Merlise; & Ghosh, J (2012). Finite population estimators in stochastic search variable selection. BIOMETRIKA, 99(4). pp. 981-988. 10.1093/biomet/ass040. Retrieved from http://hdl.handle.net/10161/11723.
This is constructed from limited available data and may be imprecise. To cite this article, please review & use the official citation provided by the journal.
More InfoShow full item record
Professor of Statistical Science
Model uncertainty and choice in prediction and variable selection problems for linear, generalized linear models and multivariate models. Bayesian Model Averaging. Prior distributions for model selection and model averaging. Wavelets and adaptive kernel non-parametric function estimation. Spatial statistics. Experimental design for nonlinear models. Applications in proteomics, bioinformatics, astro-statistics, air pollution and health effects, and environmental sciences.