Articles

Audit Sampling

These vignettes provide an introduction to planning, selecting, and evaluating an audit sample compliant with international standards on auditing using the jfa package.

Audit sampling: Get started

Creating a prior distribution for audit sampling

Planning statistical audit samples

Selecting statistical audit samples

Evaluating statistical audit samples

Evaluating audit samples with partial misstatements

Walkthrough of the classical audit sampling workflow

Walkthrough of the Bayesian audit sampling workflow

Data Auditing

These vignettes provide an introduction to data auditing using the jfa package.

Data auditing: Get started

Digit analysis

Algorithm Auditing

These vignettes provide an introduction to algorithm auditing using the jfa package.

Algorithm auditing: Get started

Algorithmic fairness