Longitudinal data model selection.
Rahman AzariLexin LiChih-Ling TsaiPublished in: Comput. Stat. Data Anal. (2006)
Keyphrases
- model selection
- cross validation
- hyperparameters
- meta learning
- parameter estimation
- sample size
- bayesian learning
- statistical learning
- variable selection
- regression model
- machine learning
- statistical inference
- mixture model
- error estimation
- motion segmentation
- bayesian information criterion
- feature selection
- leave one out cross validation
- likelihood function
- marginal likelihood
- bayesian methods
- gaussian process
- generalization error
- selection criterion
- model selection criteria
- parameter determination
- data sets
- automatic model selection
- generalization bounds
- objective function
- real world