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FDboost - MaRDI portal

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FDboost (Q27695)

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Boosting Functional Regression Models
Language Label Description Also known as
English
FDboost
Boosting Functional Regression Models

    Statements

    instance of
    R package
    0 references
    software version identifier
    1.1-1
    publication date
    27 September 2022
    0 references
    0.0-5
    publication date
    22 April 2014
    0 references
    0.0-8
    publication date
    16 February 2015
    0 references
    0.1-0
    publication date
    14 March 2016
    0 references
    0.2-0
    publication date
    20 June 2016
    0 references
    0.3-0
    publication date
    31 May 2017
    0 references
    0.3-1
    publication date
    10 May 2018
    0 references
    0.3-2
    publication date
    4 August 2018
    0 references
    0.3-3
    publication date
    21 June 2020
    0 references
    1.0-0
    publication date
    8 September 2020
    0 references
    1.1-0
    publication date
    13 July 2022
    0 references
    1.1-2
    publication date
    12 August 2023
    0 references
    programmed in
    R
    0 references
    last update
    12 August 2023
    0 references
    description
    Regression models for functional data, i.e., scalar-on-function, function-on-scalar and function-on-function regression models, are fitted by a component-wise gradient boosting algorithm. For a manual on how to use 'FDboost', see Brockhaus, Ruegamer, Greven (2017) <doi:10.18637/jss.v094.i10>.
    0 references
    author
    Sarah Brockhaus
    0 references
    David Ruegamer
    0 references
    Almond Stoecker
    0 references
    imports
    methods
    0 references
    graphics
    0 references
    grDevices
    0 references
    utils
    0 references
    stats
    0 references
    Matrix
    0 references
    gamboostLSS
    software version identifier
    ≥ 2.0-0
    0 references
    stabs
    0 references
    mgcv
    0 references
    MASS
    0 references
    zoo
    0 references

    Identifiers

    swMATH work ID
    15823
    0 references
    CRAN project
    FDboost
    0 references
     
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