Package index • islasso

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

simulXy(): Simulate Model Matrix and Response Vector

summary(<islasso>): Summarize islasso Fitted Model

summary(<islasso.path>): Summarize islasso.path Model at Specific Lambda