Other packages > Find by keyword >

jfa  

Statistical Methods for Auditing
View on CRAN: Click here


Download and install jfa package within the R console
Install from CRAN:
install.packages("jfa")

Install from Github:
library("remotes")
install_github("cran/jfa")

Install by package version:
library("remotes")
install_version("jfa", "0.7.4")



Attach the package and use:
library("jfa")
Maintained by
Koen Derks
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-08
Latest Update: 2025-03-10
Description:
Provides statistical methods for auditing as implemented in JASP for Audit (Derks et al., 2021 ). 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) , Derks et al. (2021) , and Derks et al. (2022) .
How to cite:
Koen Derks (2020). jfa: Statistical Methods for Auditing. R package version 0.7.4, https://cran.r-project.org/web/packages/jfa. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:50), 0.1.0 (2020-01-08 18:10), 0.2.0 (2020-08-05 14:10), 0.3.0 (2020-09-15 15:20), 0.3.1 (2020-10-12 16:50), 0.4.0 (2020-10-30 15:10), 0.5.0 (2021-01-04 16:20), 0.5.1 (2021-03-02 14:20), 0.5.2 (2021-04-02 14:20), 0.5.3 (2021-05-02 02:42), 0.5.4 (2021-06-03 00:40), 0.5.5 (2021-07-01 14:00), 0.5.6 (2021-07-06 18:00), 0.5.7 (2021-08-12 17:00), 0.6.0 (2021-09-22 11:40), 0.6.1 (2021-11-18 16:30), 0.6.2 (2022-01-23 16:12), 0.6.3 (2022-02-21 10:00), 0.6.4 (2022-06-16 18:10), 0.6.5 (2023-03-21 10:00), 0.6.6 (2023-04-08 15:50), 0.6.7 (2023-07-16 16:40), 0.7.0 (2023-10-04 16:50), 0.7.1 (2024-03-07 14:20), 0.7.2 (2024-08-23 10:00), 0.7.3 (2025-03-10 11:10)
Other packages that cited jfa R package
View jfa citation profile
Other R packages that jfa depends, imports, suggests or enhances
Complete documentation for jfa
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA