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spmoran - MaRDI portal

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spmoran (Q31625)

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Fast Spatial Regression using Moran Eigenvectors
Language Label Description Also known as
English
spmoran
Fast Spatial Regression using Moran Eigenvectors

    Statements

    instance of
    R package
    0 references
    software version identifier
    0.2.2.7
    publication date
    12 April 2023
    0 references
    0.2.2.8
    publication date
    23 April 2023
    0 references
    0.2.2.9
    publication date
    28 April 2023
    0 references
    0.1.0
    publication date
    12 March 2017
    0 references
    0.1.1
    publication date
    23 June 2017
    0 references
    0.1.2
    publication date
    15 September 2017
    0 references
    0.1.3
    publication date
    10 April 2018
    0 references
    0.1.4
    publication date
    2 May 2018
    0 references
    0.1.5
    publication date
    9 August 2018
    0 references
    0.1.6.1
    publication date
    23 January 2019
    0 references
    0.1.6.2
    publication date
    25 February 2019
    0 references
    0.1.6
    publication date
    6 October 2018
    0 references
    0.1.7.1
    publication date
    24 July 2019
    0 references
    0.1.7.2
    publication date
    11 December 2019
    0 references
    0.1.7
    publication date
    24 July 2019
    0 references
    0.2.0-1
    publication date
    31 May 2020
    0 references
    0.2.0-2
    publication date
    3 August 2020
    0 references
    0.2.0
    publication date
    20 May 2020
    0 references
    0.2.1
    publication date
    11 January 2021
    0 references
    0.2.2.1
    publication date
    18 November 2021
    0 references
    0.2.2.2
    publication date
    3 January 2022
    0 references
    0.2.2.3
    publication date
    27 April 2022
    0 references
    0.2.2.4
    publication date
    28 June 2022
    0 references
    0.2.2.5
    publication date
    8 August 2022
    0 references
    0.2.2.6
    publication date
    5 September 2022
    0 references
    0.2.2
    publication date
    13 September 2021
    0 references
    0.2.3
    publication date
    23 January 2024
    0 references
    programmed in
    R
    0 references
    last update
    23 January 2024
    0 references
    description
    Functions for estimating spatial varying coefficient models, mixed models, and other spatial regression models for Gaussian and non-Gaussian data. Moran eigenvectors are used to an approximate spatial Gaussian processes. These processes are used for modeling the spatial processes in residuals and regression coefficients. For details see Murakami (2021) <arXiv:1703.04467>.
    0 references
    author
    Daisuke Murakami
    0 references
    imports
    sf
    0 references
    fields
    0 references
    vegan
    0 references
    Matrix
    0 references
    doParallel
    0 references
    foreach
    0 references
    ggplot2
    0 references
    spdep
    0 references
    rARPACK
    0 references
    RColorBrewer
    0 references
    splines
    0 references
    FNN
    0 references
    methods
    0 references

    Identifiers

    swMATH work ID
    19801
    0 references
    CRAN project
    spmoran
    0 references
     
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