SCAD-penalized regression in additive partially linear proportional hazards models with an ultra-high-dimensional linear part.
Heng LianJianbo LiXingyu TangPublished in: J. Multivar. Anal. (2014)
Keyphrases
- high dimensional
- linear models
- model selection
- nonlinear regression
- high speed
- linear model
- similarity search
- regression function
- closed form
- linear regression
- additive model
- neural network
- locally linear
- simple linear
- nonlinear models
- linear constraints
- linear systems
- variable selection
- parameter space
- regression model
- feature space
- bayesian networks
- machine learning