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RAMP (version 1.0)

Regularized Generalized Linear Models with Interaction Effects

Description

This package provides an efficient procedure for fitting the entire solution path for high-dimensional regularized generalized linear models with interactions effects under the strong heredity constraint.

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Version

Install

install.packages('RAMP')

Monthly Downloads

222

Version

1.0

License

GPL-2

Maintainer

Yang Feng

Last Published

December 31st, 2014

Functions in RAMP (1.0)

predict.RAMP

Model prediction based on a fitted RAMP object.

RAMP

Regularization Algorithm under Marginality Principle (RAMP) for high dimensional generalized quadratic regression.

print.RAMP

Result summary of a fitted RAMP object.