gumbelRegression: Pathwise L2 Regularization and Coordinate Descent

Usage Arguments

Usage

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gumbelRegression(X, y, fold.id, lambda.seq = 10^seq(1, -4, length.out = 100),
  tolerance = 1e-04,
  implementation = getOption("gumbelRegression.implementation", "r"))

Arguments

X

matrix. The covariates.

y

numeric vector. The response.

fold.id

integer vector. The fold id of each instances. The number should be 1 to nfold.

lambda.seq

decreasing numeric vector. The sequence of L2 regularization.

implementation

character value. Select the implemenation.


wush978/gumbelRegression documentation built on May 9, 2019, 2:29 p.m.