abctools

Tools for ABC Analyses

Last update: 18 September 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 1.1.6, 0.1-2, 0.2-2, 0.2, 0.3-2, 1.0.2, 1.0.3, 1.0.4, 1.0, 1.1.1, 1.1.3, 1.1.4, 1.1.7

Source code repository: https://github.com/cran/abctools

Description

Tools for approximate Bayesian computation including summary statistic selection and assessing coverage. See Nunes and Prangle (2015) <doi:10.32614/RJ-2015-030> and Rodrigues, Prangle and Sisson (2018) <doi:10.1016/j.csda.2018.04.004>.

Cites work

Related Items (8)

An approximate likelihood perspective on ABC methods ⋮ Recalibration: a post-processing method for approximate Bayesian computation ⋮ A characteristic function-based approach to approximate maximum likelihood estimation ⋮ Approximate Bayesian computational methods for the inference of unknown parameters ⋮ Diagnostic tools for approximate Bayesian computation using the coverage property ⋮ Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models ⋮ Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriors ⋮ A comparative review of dimension reduction methods in approximate Bayesian computation

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