aRtsy - Generative Art with 'ggplot2'
Provides algorithms for creating artworks in the 'ggplot2' language that incorporate some form of randomness.
Last updated 6 hours ago
generative-artggplot2cpp
7.42 score 168 stars 59 scripts 873 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> and Derks et al. (2024) <doi:10.31234/osf.io/tgq5z>.
Last updated 12 days ago
algorithm-auditingauditaudit-samplingbayesiandata-auditingjaspjasp-for-auditstatistical-auditstatistics
6.67 score 8 stars 17 scripts 483 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 176 downloads