The Induced Smoothed Lasso

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Documentation for package ‘islasso’ version 1.6.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

islasso-package	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
aic.islasso	Optimization for Lambda Selection
anova.islasso	General Linear Hypotheses for islasso Models
breast	Breast Cancer microarray experiment
coef.islasso.path	Induced Smoothed Lasso Regularization Path
confint.islasso	confint method for 'islasso' objects
cooks.distance.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
deviance.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
deviance.islasso.path	Induced Smoothed Lasso Regularization Path
diabetes	Blood and other measurements in diabetics
extractAIC.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
family.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
fitted.islasso.path	Induced Smoothed Lasso Regularization Path
formula.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
GoF.islasso.path	Select Optimal Lambda via Goodness-of-Fit Criteria
influence.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
is.control	Control Settings for islasso Model Fitting
islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
islasso.fit	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
islasso.path	Induced Smoothed Lasso Regularization Path
islasso.path.fit	Induced Smoothed Lasso Regularization Path
logLik.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
logLik.islasso.path	Induced Smoothed Lasso Regularization Path
model.frame.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
model.matrix.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
model.matrix.islasso.path	Induced Smoothed Lasso Regularization Path
nobs.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
plot.confint.islasso	confint method for 'islasso' objects
plot.islasso	Diagnostic Plots for islasso Models
plot.islasso.path	Coefficient Profile and Diagnostic Plots for islasso.path
predict.islasso	Prediction Method for islasso Objects
predict.islasso.path	Prediction Method for islasso.path Objects
print.anova.islasso	General Linear Hypotheses for islasso Models
print.confint.islasso	confint method for 'islasso' objects
print.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
print.islasso.path	Induced Smoothed Lasso Regularization Path
print.logLik.islasso.path	Induced Smoothed Lasso Regularization Path
print.summary.islasso	Summarize islasso Fitted Model
print.summary.islasso.path	Summarize islasso.path Model at Specific Lambda
Prostate	Prostate Cancer Data
residuals.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
residuals.islasso.path	Induced Smoothed Lasso Regularization Path
rstandard.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
rstudent.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
simulXy	Simulate Model Matrix and Response Vector
summary.islasso	Summarize islasso Fitted Model
summary.islasso.path	Summarize islasso.path Model at Specific Lambda
variable.names.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
vcov.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression
weights.islasso	The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression