# Sure Independence Screening

## Documentation for package ‘SIS’ version 1.5

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

boot_sis | Calculates confidence intervals by using the quantile bootstrap approach.
leukemia.test | Gene expression Leukemia test data set from Golub et al. (1999)
leukemia.train | Gene expression Leukemia training data set from Golub et al. (1999)
predict.SIS | Model prediction based on a fitted SIS object.
prostate.test | Gene expression Prostate Cancer test data set from Singh et al. (2002)
prostate.train | Gene expression Prostate Cancer training data set from Singh et al. (2002)
SIS | (Iterative) Sure Independence Screening ((I)SIS) and Fitting in Generalized Linear Models and Cox's Proportional Hazards Models
standardize | Standardization of High-Dimensional Design Matrices
tune.fit | Using the 'glmnet', 'ncvreg', 'msaenet', and 'gcdnet' packages plus an internal Cox adaptive elastic-net implementation, fits a Generalized Linear Model or Cox Proportional Hazards Model using various methods for choosing the regularization parameter lambda