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Lasso and Elastic-Net Regularized Generalized Linear Models

Generalized Additive Models

Data for an Introduction to Statistical Learning with Applications in R

Introduction to Statistical Learning, Second Edition

Least Angle Regression, Lasso and Forward Stagewise

Mixture and Flexible Discriminant Analysis

Matrix Completion via Iterative Soft-Thresholded SVD

Fit Sparse Linear Regression Models via Nonconvex Optimization

The SVM Path Algorithm

Fit Regularization Path for Generalized Additive Models

Group Lasso and Elastic Net Solver for Generalized Linear Models

Univariate-Guided Sparse Regression

Product Density Estimation for ICA using Tilted Gaussian Density Estimates