solve_scaled_lasso: Scaled lasso

Description Usage Arguments Value

View source: R/optim_scaled.R

Description

Scaled lasso to compute beta_init and hsigma.

Usage

1
solve_scaled_lasso(y, X, lambda = NULL, beta0, ...)

Arguments

y

A vector of size m.

X

A vector of size m*(n+m).

lambda

A regularization parameter. If NULL, a universal value is chosen.

beta0

Initial value for beta.

...

Further arguments passed to or from other methods.

Value

A list composed by par (beta estimate) and sigma_scaledlasso among others.


abichat/zazou documentation built on Sept. 8, 2021, 6:53 a.m.