Sure Independence Screening

Documentation for package ‘SIS’ version 0.8-8

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