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
NeedsCompilation: yes
RoxygenNote: 7.1.1
LinkingTo: Rcpp, RcppEigen
Imports: Rcpp
Repository: https://hmjianggatech.r-universe.dev
Date/Publication: 2022-04-19 15:20:03 UTC
RemoteUrl: https://github.com/hmjianggatech/sam
RemoteRef: HEAD
RemoteSha: 9a0403b742f6c1c177e8e417cae390c6cfd234b8
Packaged: 2026-06-12 10:57:37 UTC; root