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BACprior - MaRDI portal

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BACprior (Q27274)

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Choice of Omega in the BAC Algorithm
Language Label Description Also known as
English
BACprior
Choice of Omega in the BAC Algorithm

    Statements

    instance of
    R package
    0 references
    software version identifier
    2.1
    publication date
    2 May 2022
    0 references
    1.2.1
    publication date
    16 February 2013
    0 references
    1.2
    publication date
    7 January 2013
    0 references
    2.0
    publication date
    20 November 2014
    0 references
    2.1.1
    publication date
    10 October 2023
    0 references
    programmed in
    R
    0 references
    last update
    10 October 2023
    0 references
    description
    The Bayesian Adjustment for Confounding (BAC) algorithm (Wang et al., 2012) can be used to estimate the causal effect of a continuous exposure on a continuous outcome. This package provides an approximate sensitivity analysis of BAC with regards to the hyperparameter omega. BACprior also provides functions to guide the user in their choice of an appropriate omega value. The method is based on Lefebvre, Atherton and Talbot (2014).
    0 references
    author
    Denis Talbot
    0 references
    depends on software
    mvtnorm
    0 references
    leaps
    0 references
    boot
    0 references

    Identifiers

    swMATH work ID
    15385
    0 references
    CRAN project
    BACprior
    0 references
     
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