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HIMA - MaRDI portal

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HIMA (Q45955)

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High-Dimensional Mediation Analysis
Language Label Description Also known as
English
HIMA
High-Dimensional Mediation Analysis

    Statements

    instance of
    R package
    0 references
    software version identifier
    2.0.1
    publication date
    18 July 2022
    0 references
    2.2.0
    publication date
    27 April 2023
    0 references
    1.0.5
    publication date
    8 November 2017
    0 references
    1.0.6
    publication date
    6 March 2018
    0 references
    1.0.7
    publication date
    7 March 2018
    0 references
    1.1.0
    publication date
    15 May 2021
    0 references
    2.0.0
    publication date
    3 February 2022
    0 references
    2.2.1
    publication date
    10 September 2023
    0 references
    maintained by
    Yinan Zheng
    0 references
    programmed in
    R
    0 references
    last update
    10 September 2023
    0 references
    description
    Allows to estimate and test high-dimensional mediation effects based on advanced mediator screening and penalized regression techniques. Methods used in the package refer to Zhang H, Zheng Y, Zhang Z, Gao T, Joyce B, Yoon G, Zhang W, Schwartz J, Just A, Colicino E, Vokonas P, Zhao L, Lv J, Baccarelli A, Hou L, Liu L. Estimating and Testing High-dimensional Mediation Effects in Epigenetic Studies. Bioinformatics. (2016) <doi:10.1093/bioinformatics/btw351>. PMID: 27357171.
    0 references
    author
    Yinan Zheng
    0 references
    Haixiang Zhang
    0 references
    Lifang Hou
    0 references
    Lei Liu
    0 references
    depends on software
    ncvreg
    0 references
    glmnet
    0 references
    R
    software version identifier
    ≥ 3.4.0
    0 references
    imports
    utils
    0 references
    stats
    0 references
    MASS
    0 references
    survival
    0 references
    HDMT
    0 references
    hdi
    0 references
    conquer
    0 references
    quantreg
    0 references
    hommel
    0 references
    iterators
    0 references
    parallel
    0 references
    foreach
    0 references
    doParallel
    0 references

    Identifiers

    swMATH work ID
    34246
    0 references
    CRAN project
    HIMA
    0 references
     
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