Package: SAM
Type: Package
Title: Sparse Additive Modelling
Version: 1.1.3
Author: Haoming Jiang, Yukun Ma, Han Liu, Kathryn Roeder, Xingguo Li, and Tuo Zhao
Maintainer: Haoming Jiang <jianghm.ustc@gmail.com>
Depends: R (>= 2.14), splines
Description: Computationally efficient tools for high dimensional predictive
        modeling (regression and classification). SAM is short for sparse 
        additive modeling, and adopts the computationally efficient basis 
        spline technique. We solve  the optimization problems by various 
        computational algorithms including the block coordinate descent 
        algorithm, fast iterative soft-thresholding algorithm, and newton method. 
        The computation is further accelerated by warm-start and active-set tricks.
License: GPL-2
Repository: CRAN
NeedsCompilation: yes
RoxygenNote: 7.1.1
LinkingTo: Rcpp, RcppEigen
Imports: Rcpp
Packaged: 2021-06-30 17:15:07 UTC; jhaoming
Date/Publication: 2021-07-01 07:10:27 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2025-08-18 03:07:13 UTC; unix
Archs: SAM.so.dSYM
