AFR: Toolkit for Regression Analysis of Kazakhstan Banking Sector Data

Tool is created for regression, prediction and forecast analysis of macroeconomic and credit data. The package includes functions from existing R packages adapted for banking sector of Kazakhstan. The purpose of the package is to optimize statistical functions for easier interpretation for bank analysts and non-statisticians. The package also provides helper functions for loading an insurance scoring dataset, a past case competition dataset for insurance risk scoring and fair pricing.

Version: 0.3.9
Depends: R (≥ 3.5.0)
Imports: car, forecast, zoo, olsrr, stats, lmtest, graphics, nlme, ggplot2, tseries, gridExtra, utils, rlang, xts, nortest, goftest, cli, arrow
Suggests: knitr, rmarkdown, roxygen2
Published: 2026-06-21
DOI: 10.32614/CRAN.package.AFR
Author: Timur Abilkassymov [aut], Shyngys Shuneyev [aut], Alua Makhmetova [aut], Sultan Zhaparov [aut, cre]
Maintainer: Sultan Zhaparov <saldau.sultan at gmail.com>
License: GPL-2
Copyright: The Agency of the Republic of Kazakhstan for Regulation and Development of Financial Market (ARDFM)
NeedsCompilation: no
Materials: README
CRAN checks: AFR results

Documentation:

Reference manual: AFR.html , AFR.pdf
Vignettes: Data-transformation (source, R code)
Diagnostic-tests (source, R code)
OGPO Insurance Scoring Dataset (source, R code)
Regression-model (source, R code)

Downloads:

Package source: AFR_0.3.9.tar.gz
Windows binaries: r-devel: AFR_0.3.8.zip, r-release: AFR_0.3.9.zip, r-oldrel: AFR_0.3.9.zip
macOS binaries: r-release (arm64): AFR_0.3.9.tgz, r-oldrel (arm64): AFR_0.3.9.tgz, r-release (x86_64): AFR_0.3.9.tgz, r-oldrel (x86_64): AFR_0.3.9.tgz
Old sources: AFR archive

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