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DLASSO (version 2.0.2)

Implementation of Adaptive or Non-Adaptive Differentiable Lasso and SCAD Penalties in Linear Models

Description

An implementation of the differentiable lasso (dlasso) and SCAD (dSCAD) using iterative ridge algorithm. This package allows selecting the tuning parameter by AIC, BIC, GIC and GIC.

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Version

Install

install.packages('DLASSO')

Monthly Downloads

173

Version

2.0.2

License

GPL (>= 2)

Maintainer

Hamed Haselimashhadi

Last Published

June 8th, 2017

Functions in DLASSO (2.0.2)

coef.dlasso

Extract coefficients from a fitted dlasso model
dlasso

An implementation of dlasso using iterative ridge algorithm
plot.dlasso

Plot method for dlasso objects