Generalized F-test for high dimensional regression coefficients of partially linear models.
Siyang WangHengjian CuiPublished in: J. Syst. Sci. Complex. (2017)
Keyphrases
- linear models
- regression coefficients
- variable selection
- high dimensional
- linear model
- group lasso
- linear regression
- gaussian processes
- high dimensional data
- nonlinear models
- high dimensionality
- dimension reduction
- cross validation
- low dimensional
- dimensionality reduction
- ls svm
- regression model
- feature space
- explanatory variables
- image segmentation
- causal relationships
- nearest neighbor
- feature vectors
- feature extraction