R: The Induced Smoothed Lasso

# The Induced Smoothed Lasso

## Documentation for package ‘islasso’ version 1.6.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## 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
relax.islasso | Relaxed islasso model fitting
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