Variable selection and estimation for partially linear single-index models with longitudinal data.
Gaorong LiPeng LaiHeng LianPublished in: Stat. Comput. (2015)
Keyphrases
- variable selection
- linear models
- model selection
- input variables
- cross validation
- stochastic search
- linear model
- logistic regression models
- parameter estimation
- neural network
- group lasso
- high dimensional
- stepwise regression
- dimension reduction
- prediction model
- clustering method
- probabilistic model
- image processing
- estimation problems
- feature selection
- learning algorithm
- data sets