Package index

All functions

GoF.islasso.path()

Select Optimal Lambda via Goodness-of-Fit Criteria

Prostate

Prostate Cancer Data

aic.islasso()

Optimization for Lambda Selection

anova(<islasso>)

General Linear Hypotheses for islasso Models

breast

Breast Cancer microarray experiment

confint(<islasso>)

confint method for islasso objects

diabetes

Blood and other measurements in diabetics

is.control()

Control Settings for islasso Model Fitting

islasso()

The Induced Smoothed Lasso: A practical framework for hypothesis testing in high dimensional regression

islasso.path()

Induced Smoothed Lasso Regularization Path

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

relax.islasso()

Relaxed islasso model fitting

simulXy()

Simulate Model Matrix and Response Vector

summary(<islasso>)

Summarize islasso Fitted Model

summary(<islasso.path>)

Summarize islasso.path Model at Specific Lambda