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lass0 (version 1.1.0)

Lasso-Zero for (High-Dimensional) Linear Regression

Description

Model selection for the (possibly high-dimensional) linear regression model with Lasso-Zero, an L1-based methodology relying on the repeated use of noise dictionaries, as described by Descloux, P. and Sardy, S. (2018) .

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Version

Install

install.packages('lass0')

Monthly Downloads

8

Version

1.1.0

License

GPL-2

Maintainer

Pascaline Descloux

Last Published

December 18th, 2019

Functions in lass0 (1.1.0)

lass0

Variable selection for linear regression with Lasso-Zero
predict.lass0

Predict method for a Lasso-Zero fit
print.lass0

Print a lass0 object
qut.MC

Monte Carlo simulation for estimating the Quantile Universal Threshold
plot.lass0

Visualizing Lasso-Zero's estimates