Package: SAM
Type: Package
Title: Sparse Additive Modelling
Version: 1.3
Authors@R: c(
    person(given = "Haoming",
           family = "Jiang",
           role = "aut",
           email = "jianghm.ustc@gmail.com"),
    person(given = "Yukun",
           family = "Ma",
           role = "aut"),
    person(given = "Han",
           family = "Liu",
           role = "aut"),
    person(given = "Kathryn",
           family = "Roeder",
           role = "aut"),
    person(given = "Xingguo",
           family = "Li",
           role = "aut"),
    person(given = "Tuo",
           family = "Zhao",
           role = c("aut", "cre"),
           email = "tourzhao@gatech.edu"))
Maintainer: Tuo Zhao <tourzhao@gatech.edu>
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
Encoding: UTF-8
NeedsCompilation: yes
RoxygenNote: 7.3.3
LinkingTo: Rcpp, RcppEigen
Packaged: 2026-10-28 09:39:59 UTC; root
Author: Haoming Jiang [aut], Yukun Ma [aut], Han Liu [aut], Kathryn
        Roeder [aut], Xingguo Li [aut], Tuo Zhao [aut, cre]
Repository: https://cran.r-universe.dev
Date/Publication: 2026-03-13 08:50:02 UTC
RemoteUrl: https://github.com/cran/SAM
RemoteRef: HEAD
RemoteSha: b1f28b3220182d05af450b770cbf5111155dc706