Estimating Returns to Education of Chinese Residents: Evidence from Optimal Model Selection.
Yi HuDongmei GuoShouyang WangPublished in: ITQM (2014)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- mixture model
- bayesian learning
- statistical learning
- bayesian model selection
- regression model
- error estimation
- selection criterion
- model selection criteria
- statistical inference
- feature selection
- motion segmentation
- machine learning
- meta learning
- generalization error
- information criterion
- gaussian process
- closed form
- variable selection
- parameter determination
- automatic model selection
- high dimensional
- bayesian information criterion
- semi supervised
- generalization bounds
- selection criteria
- mutual information
- gaussian mixture model
- likelihood function