Sure Independence Screening

Documentation for package ‘SIS’ version 0.7-5

leukemia.test	Gene expression Leukemia testing dataset from Golub et al. (1999)
leukemia.train	Gene expression Leukemia training dataset from Golub et al. (1999)
predict.SIS	Model prediction based on a fitted SIS object.
print.SIS	Print a SIS object
prostate.test	Gene expression Prostate Cancer testing dataset from Singh et al. (2002)
prostate.train	Gene expression Prostate Cancer training dataset 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