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lasso2 (version 1.1-0)

L1 constrained estimation aka `lasso'

Description

Routines and documentation for solving regression problems while imposing an L1 constraint on the estimates, based on the algorithm of Osborne et al. (1998)

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Version

Install

install.packages('lasso2')

Monthly Downloads

210

Version

1.1-0

License

GPL version 2 or later

Maintainer

Martin Maechler

Last Published

October 8th, 2021

Functions in lasso2 (1.1-0)

residuals.l1ce

Residuals of `l1ce' or `l1celist' Objects
coef.l1ce

Coefficients of an `l1ce' Object
vcov.l1ce

Variance-Covariance Matrix of `l1ce' or `l1celist' Objects
[.l1celist

Subscript a `l1celist' Object
fitted.l1ce

Fitted Values for `l1ce', `l1celist' and `gl1ce' Objects
tr

Trace of a Matrix
predict.gl1ce

Prediction Method for a `gl1ce' Object
merge.formula

Merge Formula With Right Hand Side of Second Formula
l1ce.object

L1 Constrainted Estimation Model Object
aux.l1celist

Use `aux()' on a `l1celist' object
plot.l1celist

Plot Method for `l1celist' Objects
coef.l1celist

Coefficients of an `l1celist' Object
l1celist.object

Object of Several L1 Constrained Estimation Models
aux

Extract Auxiliary Information From an Object
gcv

Generalised Cross-Validation Score
summary.gl1ce

Summary Method for Generalized L1 Constrained Regression Models
Prostate

Prostate Cancer Data
lasso-internal

Internal lasso functions
is.formula

Tests for Formula Objects
Iowa

The Iowa Wheat Yield Data
residuals.gl1ce

Compute Residuals for `gl1ce' Objects
predict.l1ce

Predict Method for `l1ce' Objects
gl1ce.object

Generalized L1 Constrained Estimation Model Object
labels.l1ce

`Labels' Method for `l1ce' and `l1celist' Objects
qr.rtr.inv

Reconstruct the Inverse of R'R from a QR Object
gcv.l1ce

`gcv()' Methods for `l1ce' and `l1celist' Objects.
summary.l1ce

Summary Method for ``l1ce'' Objects (Regression with L1 Constraint)
deviance.gl1ce

Deviance Method for `gl1ce' Objects
gl1ce

Generalized Regression With L1-constraint on the Parameters
l1ce

Regression Fitting With L1-constraint on the Parameters
print.l1ce

Print Methods for `l1ce', `l1celist' and `gl1ce' Objects
deviance.l1ce

Deviance Method for `l1ce' and `l1celist' Objects