Accommodation, prediction and replication: model selection in scale construction.
Clayton PetersonPublished in: Synth. (2019)
Keyphrases
- automatic model selection
- model selection
- cross validation
- mixture model
- parameter estimation
- bayesian learning
- hyperparameters
- regression model
- sample size
- statistical learning
- variable selection
- selection criterion
- gaussian process
- machine learning
- motion segmentation
- meta learning
- error estimation
- feature selection
- gaussian mixture model
- statistical inference
- model selection criteria
- generalization error
- em algorithm
- generalization bounds
- marginal likelihood
- data sets
- multivariate regression