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SIS (version 0.8-6)

Sure Independence Screening

Description

Variable selection techniques are essential tools for model selection and estimation in high-dimensional statistical models. Through this publicly available package, we provide a unified environment to carry out variable selection using iterative sure independence screening (SIS) and all of its variants in generalized linear models and the Cox proportional hazards model.

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Install

install.packages('SIS')

Monthly Downloads

1,536

Version

0.8-6

License

GPL-2

Maintainer

Last Published

February 13th, 2018

Functions in SIS (0.8-6)