Statistical Model Selection for Better Prediction and Discovering Science Mechanisms That Affect Reliability.
Christine M. Anderson-CookJerome MorzinskiKenneth D. BleckerPublished in: Syst. (2015)
Keyphrases
- model selection
- statistical inference
- cross validation
- hyperparameters
- bayesian learning
- regression model
- meta learning
- parameter estimation
- hypothesis tests
- mixture model
- motion segmentation
- sample size
- machine learning
- selection criterion
- statistical models
- model selection criteria
- multivariate regression
- generalization error
- statistical learning
- statistical analysis
- gaussian process
- feature selection
- variable selection
- bayesian methods
- error estimation
- information criterion
- marginal likelihood
- parameter determination
- statistical methods
- closed form
- statistical model
- leave one out cross validation
- generative model