L1 Constrained Estimation aka `lasso'


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Documentation for package ‘lasso2’ version 1.2-21.1

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aux Extract Auxiliary Information From an Object
aux.l1celist Use 'aux()' on a 'l1celist' object
coef.l1ce Coefficients of an 'l1ce' Object
coef.l1celist Coefficients of an 'l1celist' Object
deviance.gl1ce Deviance Method for 'gl1ce' Objects
deviance.l1ce Deviance Method for 'l1ce' and 'l1celist' Objects
deviance.l1celist Deviance Method for 'l1ce' and 'l1celist' Objects
family.gl1ce Generalized Regression With L1-constraint on the Parameters
fitted.l1ce Fitted Values for 'l1ce', 'l1celist' and 'gl1ce' Objects
fitted.l1celist Fitted Values for 'l1ce', 'l1celist' and 'gl1ce' Objects
gcv Generalised Cross-Validation Score
gcv.l1ce 'gcv()' Methods for 'l1ce' and 'l1celist' Objects.
gcv.l1celist 'gcv()' Methods for 'l1ce' and 'l1celist' Objects.
gl1ce Generalized Regression With L1-constraint on the Parameters
gl1ce.object Generalized L1 Constrained Estimation Model Object
Iowa The Iowa Wheat Yield Data
is.formula Tests for Formula Objects
l1ce Regression Fitting With L1-constraint on the Parameters
l1ce.object L1 Constrainted Estimation Model Object
l1celist.object Object of Several L1 Constrained Estimation Models
labels.l1ce 'Labels' Method for 'l1ce' and 'l1celist' Objects
labels.l1celist 'Labels' Method for 'l1ce' and 'l1celist' Objects
merge.formula Merge Formula With Right Hand Side of Second Formula
plot.l1celist Plot Method for 'l1celist' Objects
predict.gl1ce Prediction Method for a 'gl1ce' Object
predict.l1ce Predict Method for 'l1ce' Objects
print.gl1ce Print Methods for 'l1ce', 'l1celist' and 'gl1ce' Objects
print.l1ce Print Methods for 'l1ce', 'l1celist' and 'gl1ce' Objects
print.l1celist Print Methods for 'l1ce', 'l1celist' and 'gl1ce' Objects
print.summary.gl1ce Summary Method for Generalized L1 Constrained Regression Models
print.summary.l1ce Summary Method for "l1ce" Objects (Regression with L1 Constraint)
Prostate Prostate Cancer Data
qr.rtr.inv Reconstruct the Inverse of R'R from a QR Object
residuals.gl1ce Compute Residuals for 'gl1ce' Objects
residuals.l1ce Residuals of 'l1ce' or 'l1celist' Objects
residuals.l1celist Residuals of 'l1ce' or 'l1celist' Objects
summary.gl1ce Summary Method for Generalized L1 Constrained Regression Models
summary.l1ce Summary Method for "l1ce" Objects (Regression with L1 Constraint)
tr Trace of a Matrix
vcov.l1ce Variance-Covariance Matrix of 'l1ce' or 'l1celist' Objects
vcov.l1celist Variance-Covariance Matrix of 'l1ce' or 'l1celist' Objects
[.l1celist Extract Parts of a 'l1celist' Object
[[.l1celist Extract Parts of a 'l1celist' Object