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rbmi - MaRDI portal

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rbmi (Q1352607)

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Reference Based Multiple Imputation
Language Label Description Also known as
English
rbmi
Reference Based Multiple Imputation

    Statements

    instance of
    R package
    0 references
    software version identifier
    1.2.3
    publication date
    14 November 2022
    0 references
    1.1.0
    publication date
    3 March 2022
    0 references
    1.1.1
    publication date
    8 March 2022
    0 references
    1.1.3
    publication date
    21 March 2022
    0 references
    1.1.4
    publication date
    18 May 2022
    0 references
    1.2.1
    publication date
    25 October 2022
    0 references
    1.2.5
    publication date
    21 September 2023
    0 references
    1.2.6
    publication date
    24 November 2023
    0 references
    programmed in
    R
    0 references
    last update
    24 November 2023
    0 references
    description
    Implements standard and reference based multiple imputation methods for continuous longitudinal endpoints (Gower-Page et al. (2022) <doi:10.21105/joss.04251>). In particular, this package supports deterministic conditional mean imputation and jackknifing as described in Wolbers et al. (2022) <doi:10.1002/pst.2234>, Bayesian multiple imputation as described in Carpenter et al. (2013) <doi:10.1080/10543406.2013.834911>, and bootstrapped maximum likelihood imputation as described in von Hippel and Bartlett (2021) <doi:10.1214/20-STS793>.
    0 references
    author
    Craig Gower-Page
    0 references
    Alessandro Noci
    0 references
    copyright license
    Apache License
    edition/version
    ≥ 2 (English)
    0 references
    imports
    mmrm
    0 references
    pkgload
    0 references
    Matrix
    0 references
    methods
    0 references
    Rcpp
    software version identifier
    ≥ 0.12.0
    0 references
    RcppParallel
    software version identifier
    ≥ 5.0.1
    0 references
    rstan
    software version identifier
    ≥ 2.26.0
    0 references
    rstantools
    software version identifier
    ≥ 2.1.1
    0 references
    R6
    0 references
    assertthat
    0 references

    Identifiers

    swMATH work ID
    42296
    0 references
    CRAN project
    rbmi
    0 references
     
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