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pass (version 1.0)

Prediction and Stability Selection of Tuning Parameters

Description

To implement two methods, Kappa and PASS, for selecting tuning parameters in regularized procedures such as LASSO, SCAD, adaptive LASSO, aiming for variable selection in regularized regression

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Version

Install

install.packages('pass')

Monthly Downloads

5

Version

1.0

License

GPL-2

Maintainer

Yixin Fang

Last Published

January 12th, 2013

Functions in pass (1.0)

pass

Prediction and Stability Selection of Tuning Parameters
agree.twosets

Agreement of Two Subsets
cv.twosets

Two-fold Cross-Validation