The Induced Smoothed Lasso


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Documentation for package ‘islasso’ version 1.4.3

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islasso-package The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression
AIC.islasso The Induced Smoothed lasso
aic.islasso Optimization for the selection of the tuning parameter
anova.islasso General Linear Hypotheses method for 'islasso' objects
breast Breast Cancer microarray experiment
coef.islasso The Induced Smoothed lasso
coef.islasso.path The Induced Smoothed lasso path
confint.islasso confint method for 'islasso' objects
deviance.islasso The Induced Smoothed lasso
deviance.islasso.path The Induced Smoothed lasso path
diabetes Blood and other measurements in diabetics
fitted.islasso The Induced Smoothed lasso
fitted.islasso.path The Induced Smoothed lasso path
GoF.islasso.path Optimization for the selection of the tuning parameter
is.control Auxiliary for controlling islasso model fitting
islasso The Induced Smoothed lasso
islasso.fit The Induced Smoothed lasso
islasso.path The Induced Smoothed lasso path
islasso.path.fit The Induced Smoothed lasso path
logLik.islasso The Induced Smoothed lasso
logLik.islasso.path The Induced Smoothed lasso path
model.matrix.islasso The Induced Smoothed lasso
model.matrix.islasso.path The Induced Smoothed lasso path
modelX Simulate model matrix and response
plot.confint.islasso confint method for 'islasso' objects
plot.islasso Diagnostics plots for Induced Smoothing Lasso Model
plot.islasso.path plot coefficient profile from a fitted "islasso.path" object.
predict.islasso Prediction method for islasso fitted objects
predict.islasso.path Prediction method for islasso.path fitted objects
print.anova.islasso General Linear Hypotheses method for 'islasso' objects
print.confint.islasso confint method for 'islasso' objects
print.islasso The Induced Smoothed lasso
print.islasso.path The Induced Smoothed lasso path
print.logLik.islasso The Induced Smoothed lasso
print.logLik.islasso.path The Induced Smoothed lasso path
print.summary.islasso summary method for islasso fitted objects
print.summary.islasso.path summary method for islasso.path fitted objects
Prostate Prostate Cancer Data
residuals.islasso The Induced Smoothed lasso
residuals.islasso.path The Induced Smoothed lasso path
simulXy Simulate model matrix and response
summary.islasso summary method for islasso fitted objects
summary.islasso.path summary method for islasso.path fitted objects
vcov.islasso The Induced Smoothed lasso