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spmodel - MaRDI portal

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spmodel (Q1333116)

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Spatial Statistical Modeling and Prediction
Language Label Description Also known as
English
spmodel
Spatial Statistical Modeling and Prediction

    Statements

    instance of
    R package
    0 references
    software version identifier
    0.3.0
    publication date
    10 March 2023
    0 references
    0.4.0
    publication date
    26 May 2023
    0 references
    0.1.0
    publication date
    12 August 2022
    0 references
    0.1.1
    publication date
    20 October 2022
    0 references
    0.2.0
    publication date
    11 November 2022
    0 references
    0.5.0
    publication date
    25 October 2023
    0 references
    0.5.1
    publication date
    9 January 2024
    0 references
    programmed in
    R
    0 references
    last update
    9 January 2024
    0 references
    description
    Fit, summarize, and predict for a variety of spatial statistical models applied to point-referenced and areal (lattice) data. Parameters are estimated using various methods. Additional modeling features include anisotropy, non-spatial random effects, partition factors, big data approaches, and more. Model-fit statistics are used to summarize, visualize, and compare models. Predictions at unobserved locations are readily obtainable. For additional details, see Dumelle et al. (2023) <doi:10.1371/journal.pone.0282524>.
    0 references
    author
    Michael Dumelle
    0 references
    Matt Higham
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    Jay M. Ver Hoef
    0 references
    imports
    graphics
    0 references
    generics
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    Matrix
    0 references
    sf
    0 references
    stats
    0 references
    tibble
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    parallel
    0 references

    Identifiers

    swMATH work ID
    45209
    0 references
    Analysis & Policy Observatory term ID
    https://github.com/cran/spmodel
    0 references
    CRAN project
    spmodel
    0 references
     
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