Examining robustness of model selection with half-normal and LASSO plots for unreplicated factorial designs.
Dae-Heung JangChristine M. Anderson-CookPublished in: Qual. Reliab. Eng. Int. (2017)
Keyphrases
- model selection
- cross validation
- sample size
- variable selection
- bayesian learning
- feature selection
- parameter estimation
- hyperparameters
- statistical learning
- regression model
- machine learning
- mixture model
- motion segmentation
- model selection criteria
- marginal likelihood
- error estimation
- gaussian process
- selection criterion
- generalization error
- independent component analysis
- leave one out cross validation
- hidden markov models
- training data
- hypothesis tests
- bayesian model selection