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ddsPLS - MaRDI portal

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ddsPLS (Q39720)

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Data-Driven Sparse Partial Least Squares
Language Label Description Also known as
English
ddsPLS
Data-Driven Sparse Partial Least Squares

    Statements

    instance of
    R package
    0 references
    software version identifier
    1.2.0
    publication date
    15 May 2023
    0 references
    1.0.0
    publication date
    19 September 2018
    0 references
    1.0.1
    publication date
    12 October 2018
    0 references
    1.0.2
    publication date
    6 November 2018
    0 references
    1.0.3
    publication date
    9 November 2018
    0 references
    1.0.4
    publication date
    29 November 2018
    0 references
    1.0.5
    publication date
    5 December 2018
    0 references
    1.0.51
    publication date
    3 January 2019
    0 references
    1.0.52
    publication date
    3 January 2019
    0 references
    1.0.53
    publication date
    8 January 2019
    0 references
    1.0.61
    publication date
    21 January 2019
    0 references
    1.0.91
    publication date
    28 August 2019
    0 references
    1.1.1
    publication date
    26 September 2019
    0 references
    1.1.4
    publication date
    2 March 2020
    0 references
    1.2.1
    publication date
    30 January 2024
    0 references
    programmed in
    R
    0 references
    last update
    30 January 2024
    0 references
    description
    A sparse Partial Least Squares implementation which uses soft-thresholdestimation of the covariance matrices and therein introducessparsity. Number of components and regularization coefficients are automatically set.
    0 references
    author
    Hadrien Lorenzo
    0 references
    depends on software
    foreach
    0 references
    R
    software version identifier
    ≥ 2.10
    0 references
    imports
    Rcpp
    software version identifier
    ≥ 1.0.5
    0 references
    doParallel
    0 references
    shiny
    0 references
    RColorBrewer
    0 references

    Identifiers

    swMATH work ID
    28006
    0 references
    CRAN project
    ddsPLS
    0 references
     
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