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dglars - MaRDI portal

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dglars (Q35270)

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Differential Geometric Least Angle Regression
Language Label Description Also known as
English
dglars
Differential Geometric Least Angle Regression

    Statements

    instance of
    R package
    0 references
    software version identifier
    2.1.6
    publication date
    26 February 2020
    0 references
    1.0.1
    publication date
    19 June 2013
    0 references
    1.0.2
    publication date
    4 September 2013
    0 references
    1.0.3
    publication date
    9 October 2013
    0 references
    1.0.4
    publication date
    20 December 2013
    0 references
    1.0.5
    publication date
    9 August 2014
    0 references
    1.0
    publication date
    8 November 2012
    0 references
    2.0.0
    publication date
    28 February 2017
    0 references
    2.0.1
    publication date
    24 April 2018
    0 references
    2.1.0
    publication date
    9 October 2018
    0 references
    2.1.1
    publication date
    6 April 2019
    0 references
    2.1.2
    publication date
    14 June 2019
    0 references
    2.1.3
    publication date
    9 October 2019
    0 references
    2.1.4
    publication date
    2 December 2019
    0 references
    2.1.5
    publication date
    3 December 2019
    0 references
    2.1.7
    publication date
    9 October 2023
    0 references
    programmed in
    R
    0 references
    last update
    9 October 2023
    0 references
    description
    Differential geometric least angle regression method for fitting sparse generalized linear models. In this version of the package, the user can fit models specifying Gaussian, Poisson, Binomial, Gamma and Inverse Gaussian family. Furthermore, several link functions can be used to model the relationship between the conditional expected value of the response variable and the linear predictor. The solution curve can be computed using an efficient predictor-corrector or a cyclic coordinate descent algorithm, as described in the paper linked to via the URL below.
    0 references
    author
    Luigi Augugliaro
    0 references
    Angelo Mineo
    0 references
    Ernst Wit
    0 references
    Hassan Pazira
    0 references
    depends on software
    Matrix
    0 references
    R
    software version identifier
    ≥ 3.2
    0 references
    imports
    methods
    0 references

    Identifiers

    swMATH work ID
    23497
    0 references
    CRAN project
    dglars
    0 references
     
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