RAMP (version 2.0.2)

Regularized Generalized Linear Models with Interaction Effects

Description

Provides an efficient procedure for fitting the entire solution path for high-dimensional regularized quadratic generalized linear models with interactions effects under the strong or weak heredity constraint.

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Version

Install

install.packages('RAMP')

Version

2.0.2

License

GPL-2

Maintainer

Yang Feng

Last Published

January 16th, 2020

Functions in RAMP (2.0.2)

print.RAMP

Result summary of a fitted RAMP object.

predict.RAMP

Model prediction based on a fitted RAMP object.

RAMP

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