# Sure Independence Screening

## Documentation for package ‘SIS’ version 0.8-8

- DESCRIPTION file.

## Help Pages

leukemia.test | Gene expression Leukemia testing 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 testing 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' and 'ncvreg' packages, fits a Generalized Linear Model or Cox Proportional Hazards Model using various methods for choosing the regularization parameter lambda