Package: VariableScreening
Type: Package
Title: High-Dimensional Screening for Semiparametric Longitudinal
        Regression
Version: 0.2.1
Authors@R: c(
    person("Runze","Li", email = "runzelipsu@gmail.com", role = "aut"),
    person("Liying","Huang", email = "lxh37@PSU.EDU", role = "aut"),
    person("John","Dziak", email = "dziakj1@gmail.com", role = c("aut","cre")))
Depends: R (>= 3.2.1)
Description: Implements variable screening techniques for ultra-high
        dimensional regression settings.  Techniques for independent
        (iid) data, varying-coefficient models, and longitudinal data
        are implemented. The package currently contains three screen
        functions: screenIID(), screenLD() and screenVCM(), and six
        methods for simulating dataset: simulateDCSIS(), simulateLD,
        simulateMVSIS(), simulateMVSISNY(), simulateSIRS() and
        simulateVCM(). The package is based on the work of Li-Ping ZHU,
        Lexin LI, Runze LI, and Li-Xing ZHU (2011)
        <DOI:10.1198/jasa.2011.tm10563>, Runze LI, Wei ZHONG, & Liping
        ZHU (2012) <DOI:10.1080/01621459.2012.695654>, Jingyuan LIU,
        Runze LI, & Rongling WU (2014)
        <DOI:10.1080/01621459.2013.850086> Hengjian CUI, Runze LI, &
        Wei ZHONG (2015) <DOI:10.1080/01621459.2014.920256>, and
        Wanghuan CHU, Runze LI and Matthew REIMHERR (2016)
        <DOI:10.1214/16-AOAS912>.
Copyright: (c) 2022 by Runze LI
Encoding: UTF-8
Imports: gee, expm, splines, MASS, energy
License: GPL (>= 2)
RoxygenNote: 7.2.0
NeedsCompilation: no
Author: Runze Li [aut], Liying Huang [aut], John Dziak [aut, cre]
Maintainer: John Dziak <dziakj1@gmail.com>
Packaged: 2026-07-19 05:04:25 UTC; root
Config/pak/sysreqs: libgsl0-dev
Repository: https://dziakj1.r-universe.dev
Date/Publication: 2022-06-23 21:20:02 UTC
RemoteUrl: https://github.com/cran/VariableScreening
RemoteRef: HEAD
RemoteSha: e8fdd4fc423feae75c4346bc55b40277af846c38