Package index

Fit and tune

Regularization paths and training-only cross-validation.

lambert()

Gaussian Regression Paths with the Fixed Lambert Penalty

cv.lambert()

Training-Only Cross-Validation for Lambert Regression

Inspect and predict

Original-scale coefficients, predictions, and stored-fit plots.

coef(<lambert>) coef(<cv.lambert>) predict(<lambert>) predict(<cv.lambert>) print(<lambert>) print(<cv.lambert>) plot(<lambert>) plot(<cv.lambert>)

Inspect and Predict from Lambert Fits

Penalty tools

Evaluate the fixed-shape penalty and scalar update.

lambert_penalty() lambert_threshold()

The Fixed Lambert Penalty and Scalar Update

Package

lambertReg-package lambertReg

Sparse Gaussian Regression with the Lambert Penalty