aRtsy - Generative Art with 'ggplot2'

Provides algorithms for creating artworks in the 'ggplot2' language that incorporate some form of randomness.

Last updated 4 hours ago

generative-artggplot2cpp

7.50 score 173 stars 59 scripts 1.2k downloads

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. (2024) <doi:10.2308/AJPT-2021-086>, Derks et al. (2022) <doi:10.31234/osf.io/8nf3e> Derks et al. (2024) <doi:10.31234/osf.io/tgq5z>, and Derks et al. (2025) <doi:10.31234/osf.io/b8tu2>.

Last updated 9 days ago

algorithm-auditingauditaudit-samplingbayesiandata-auditingjaspjasp-for-auditstatistical-auditstatisticscpp

6.67 score 8 stars 17 scripts 446 downloads

digitTests - Tests for Detecting Irregular Digit Patterns

Provides statistical tests and support functions for detecting irregular digit patterns in numerical data. The package includes tools for extracting digits at various locations in a number, tests for repeated values, and (Bayesian) tests of digit distributions.

Last updated 2 years ago

digit-analysisdigitsstatistics

4.18 score 3 stars 9 scripts 201 downloads