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_pkgdown.yml
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_pkgdown.yml
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url: https://koenderks.github.io/jfa/
destination: "."
authors:
Koen Derks:
href: https://koenderks.com
template:
params:
bootswatch: cosmo
navbar:
left:
- icon: fa-home fa-lg
href: index.html
- text: Get started
href: articles/jfa.html
- text: Vignettes
href: articles/index.html
- text: Functions
href: reference/index.html
- text: News
href: news/index.html
right:
- icon: fa-github
href: https://github.com/koenderks/jfa
- icon: fa-users
href: https://github.com/koenderks/jfa/discussions
home:
links:
- text: Ask a question
href: https://github.com/koenderks/jfa/discussions
articles:
- title: Audit Sampling
desc: >
These vignettes provide an introduction to planning, selecting, and
evaluating an audit sample compliant with international standards on
auditing using the **jfa** package.
contents:
- articles/audit-sampling
- articles/creating-prior
- articles/sample-planning
- articles/sample-selection
- articles/sample-evaluation
- articles/sample-evaluation-partial
- articles/sampling-workflow
- articles/bayesian-sampling-workflow
- title: Data Auditing
desc: >
These vignettes provide an introduction to data auditing using the **jfa**
package.
contents:
- articles/data-auditing
- articles/digit-analysis
- title: Algorithm Auditing
desc: >
These vignettes provide an introduction to algorithm auditing using the **jfa**
package.
contents:
- articles/algorithm-auditing
- articles/model-fairness
reference:
- title: Overview
desc: >
Package overview
contents:
- jfa-package
- title: Audit sampling
desc: >
Functions for planning, selecting, and evaluating audit samples compliant
with international standards on auditing.
contents:
- auditPrior
- planning
- selection
- evaluation
- title: Data auditing
desc: >
Functions for data auditing, such as testing the distribution of leading
digits in a data set against Benford's law, and assessing repeated values.
contents:
- digit_test
- repeated_test
- title: Algorithm auditing
desc: >
Functions for auditing the output of algorithms with respect to fairness.
contents:
- fairness_selection
- model_fairness
- title: Data sets
desc: >
Example data sets included in the **jfa** package.
contents:
- accounts
- allowances
- benchmark
- BuildIt
- carrier
- compas
- retailer
- sanitizer
- sinoForest
- title: Miscellaneous
desc: >
Functions for working with output from the **jfa** package.
contents:
- jfa-methods