jfa

Statistical Methods for Auditing

CRAN Package

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. (2024) doi:10.2308/AJPT-2021-086, and Derks et al. (2022) doi:10.31234/osf.io/8nf3e.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 533 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 10 times.

Sun
Mon
Tue
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Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
15 downloadsMar 4, 2025
55 downloadsMar 5, 2025
3 downloadsMar 6, 2025
5 downloadsMar 7, 2025
6 downloadsMar 8, 2025
0 downloadsMar 9, 2025
18 downloadsMar 10, 2025
21 downloadsMar 11, 2025
33 downloadsMar 12, 2025
49 downloadsMar 13, 2025
9 downloadsMar 14, 2025
65 downloadsMar 15, 2025
12 downloadsMar 16, 2025
32 downloadsMar 17, 2025
14 downloadsMar 18, 2025
3 downloadsMar 19, 2025
15 downloadsMar 20, 2025
10 downloadsMar 21, 2025
13 downloadsMar 22, 2025
8 downloadsMar 23, 2025
20 downloadsMar 24, 2025
1 downloadsMar 25, 2025
11 downloadsMar 26, 2025
9 downloadsMar 27, 2025
66 downloadsMar 28, 2025
2 downloadsMar 29, 2025
10 downloadsMar 30, 2025
4 downloadsMar 31, 2025
14 downloadsApr 1, 2025
10 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
66

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 6,479 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Sep 26, 2024 with 94 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports8 packages
  • Suggests9 packages
  • Linking To6 packages