Approximate Cross-validated Mean Estimates for Bayesian Hierarchical Regression Models.
Amy X. ZhangLe BaoMichael J. DanielsPublished in: CoRR (2020)
Keyphrases
- regression model
- cross validated
- cross validation
- model selection
- log likelihood
- hyperparameters
- regression analysis
- gaussian process
- explanatory variables
- maximum likelihood
- regression methods
- gaussian processes
- posterior distribution
- linear regression model
- variable selection
- machine learning
- regression trees
- fold cross validation
- bayesian networks
- logistic regression models
- bayesian inference
- bayesian methods
- independent variables
- information theoretic
- sample size
- feature selection
- learning algorithm