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Two nonparametric methods for multiple regression transform selection are provided. The first, Alter...
Extremely efficient procedures for fitting the entire lasso or elastic-net regularization path for l...
Ordered lasso and time-lag sparse regression. Ordered Lasso fits a linear model and imposes an order...
Fit a regularized generalized linear model via penalized maximum likelihood. The model is fit for a...
Sparsenet uses the MC+ penalty of Zhang. It computes the regularization surface over both the family...
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