Bootstrap variants of the Akaike information criterion for mixed model selection.
Junfeng ShangJoseph E. CavanaughPublished in: Comput. Stat. Data Anal. (2008)
Keyphrases
- model selection
- akaike information criterion
- cross validation
- bayesian information criterion
- information criterion
- hyperparameters
- hypothesis tests
- parameter estimation
- sample size
- variable selection
- mixture model
- selection criterion
- marginal likelihood
- regression model
- gaussian process
- machine learning
- generalization error
- feature selection
- automatic model selection
- unsupervised learning
- statistical inference
- leave one out cross validation
- model selection criteria
- bayesian networks
- neural network
- similarity measure