Rdocumentation
powered by
Learn R Programming
lasso2 (version 1.2-22)
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).
Copy Link
Link to current version
Version
Version
1.2-22
1.2-21.1
1.2-20
1.2-19
1.2-18
1.2-16
1.2-15
1.2-14
1.2-12
1.2-11
1.2-10
1.2-9
1.2-8
1.2-6
1.2-5
1.2-4
1.2-3
1.2-2
1.2-0
1.1-0
1.0-4
1.0-3
1.0-2
1.0-1
Install
install.packages('lasso2')
Monthly Downloads
131
Version
1.2-22
License
GPL (>= 2)
Maintainer
Berwin Turlach
Last Published
October 8th, 2021
Functions in lasso2 (1.2-22)
Search all functions
gcv.l1ce
`gcv()' Methods for `l1ce' and `l1celist' Objects.
fitted.l1ce
Fitted Values for `l1ce', `l1celist' and `gl1ce' Objects
coef.l1celist
Coefficients of an `l1celist' Object
coef.l1ce
Coefficients of an `l1ce' Object
Iowa
The Iowa Wheat Yield Data
Prostate
Prostate Cancer Data
deviance.gl1ce
Deviance Method for `gl1ce' Objects
Extract.l1celist
Extract Parts of a `l1celist' Object
deviance.l1ce
Deviance Method for `l1ce' and `l1celist' Objects
gcv
Generalised Cross-Validation Score
is.formula
Tests for Formula Objects
l1ce
Regression Fitting With L1-constraint on the Parameters
lasso-internal
Internal lasso functions
labels.l1ce
`Labels' Method for `l1ce' and `l1celist' Objects
print.l1ce
Print Methods for `l1ce', `l1celist' and `gl1ce' Objects
qr.rtr.inv
Reconstruct the Inverse of R'R from a QR Object
gl1ce
Generalized Regression With L1-constraint on the Parameters
gl1ce.object
Generalized L1 Constrained Estimation Model Object
predict.gl1ce
Prediction Method for a `gl1ce' Object
predict.l1ce
Predict Method for `l1ce' Objects
residuals.gl1ce
Compute Residuals for `gl1ce' Objects
aux.l1celist
Use `aux()' on a `l1celist' object
aux
Extract Auxiliary Information From an Object
summary.gl1ce
Summary Method for Generalized L1 Constrained Regression Models
residuals.l1ce
Residuals of `l1ce' or `l1celist' Objects
l1ce.object
L1 Constrainted Estimation Model Object
summary.l1ce
Summary Method for ``l1ce'' Objects (Regression with L1 Constraint)
merge.formula
Merge Formula With Right Hand Side of Second Formula
l1celist.object
Object of Several L1 Constrained Estimation Models
tr
Trace of a Matrix
plot.l1celist
Plot Method for `l1celist' Objects
vcov.l1ce
Variance-Covariance Matrix of `l1ce' or `l1celist' Objects