RAMP: Regularized Generalized Linear Models with Interaction Effects

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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.

Author
Yang Feng, Ning Hao and Hao Helen Zhang
Date of publication
2016-06-07 05:46:45
Maintainer
Yang Feng <yang.feng@columbia.edu>
License
GPL-2
Version
1.4

View on CRAN

Man pages

predict.RAMP
Model prediction based on a fitted RAMP object.
print.RAMP
Result summary of a fitted RAMP object.
RAMP
Regularization Algorithm under Marginality Principle (RAMP)...

Files in this package

RAMP
RAMP/src
RAMP/src/cd_general_lin.f
RAMP/src/cd_lasso_lin.f
RAMP/src/cd_lasso_bin.f
RAMP/src/cd_general_bin.f
RAMP/NAMESPACE
RAMP/R
RAMP/R/preprocess.R
RAMP/R/intertomain.R
RAMP/R/loglik.R
RAMP/R/predict.RAMP.R
RAMP/R/RAMP.R
RAMP/R/cd.general.R
RAMP/R/outercprod.R
RAMP/R/print.RAMP.R
RAMP/R/oraclefit.R
RAMP/R/maintointer.R
RAMP/R/ols.refit.R
RAMP/R/cd.lasso.R
RAMP/MD5
RAMP/DESCRIPTION
RAMP/man
RAMP/man/RAMP.Rd
RAMP/man/print.RAMP.Rd
RAMP/man/predict.RAMP.Rd