jfa: Statistical Methods for Auditing

Provides statistical methods for auditing as implemented in JASP for Audit (Derks et al., 2021 <doi:10.21105/joss.02733>). First, the package makes it easy for an auditor to plan a statistical sample, select the sample from the population, and evaluate the misstatement in the sample compliant with international auditing standards. Second, the package provides statistical methods for auditing data, including tests of digit distributions and repeated values. Finally, the package includes methods for auditing algorithms on the aspect of fairness and bias. Next to classical statistical methodology, the package implements Bayesian equivalents of these methods whose statistical underpinnings are described in Derks et al. (2021) <doi:10.1111/ijau.12240>, Derks et al. (2021) <doi:10.31234/osf.io/kzqp5>, and Derks et al. (2022) <doi:10.31234/osf.io/8nf3e>.

Version: 0.7.1
Depends: R (≥ 3.5.0)
Imports: bde (≥, extraDistr (≥ 1.9.1), ggplot2 (≥ 3.4.2), methods, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), rstantools (≥ 2.2.0), stats, truncdist (≥ 1.0-2)
LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥, RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0)
Suggests: benford.analysis (≥ 0.1.5), BenfordTests (≥ 1.2.0), BeyondBenford (≥ 1.4), fairness, knitr, MUS (≥ 0.1.6), rmarkdown, samplingbook (≥ 1.2.4), testthat
Published: 2024-03-07
DOI: 10.32614/CRAN.package.jfa
Author: Koen Derks ORCID iD [aut, cre]
Maintainer: Koen Derks <k.derks at nyenrode.nl>
BugReports: https://github.com/koenderks/jfa/issues
License: GPL (≥ 3)
URL: https://koenderks.github.io/jfa/, https://github.com/koenderks/jfa
NeedsCompilation: yes
SystemRequirements: C++17, GNU make
Language: en-US
Citation: jfa citation info
Materials: README NEWS
CRAN checks: jfa results


Reference manual: jfa.pdf
Vignettes: Get started with the jfa package


Package source: jfa_0.7.1.tar.gz
Windows binaries: r-devel: jfa_0.7.1.zip, r-release: jfa_0.7.1.zip, r-oldrel: jfa_0.7.1.zip
macOS binaries: r-release (arm64): jfa_0.7.1.tgz, r-oldrel (arm64): jfa_0.7.1.tgz, r-release (x86_64): jfa_0.7.1.tgz, r-oldrel (x86_64): jfa_0.7.1.tgz
Old sources: jfa archive


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