Package: CamelRatiosIndex 1.1.0.9000

CamelRatiosIndex: Multivariate-Weighted Indexing of CAMEL Ratios for Bank Performance

Computes a composite year-on-year index for bank performance assessment using the CAMEL framework (Capital Adequacy, Asset Quality, Management Efficiency, Earnings, Liquidity). The multivariate weighting scheme employs factor analysis with robust covariance estimation to derive communality-based weights from the correlation matrix of CAMEL ratios. Provides functions for index computation, visualization, and comparison across banks and time periods.The methodology is described in Ayimah et al. (2023a) <doi:10.9734/bpi/mono/978-81-19315-32-1> and Ayimah et al. (2023b) <https://ajtem.com/index.php/ajtem/article/view/53>.

Authors:John Coker Ayimah [aut, cph, cre], George Kyei Agyen [aut, cph], Raymond Achiyaale [aut, cph]

CamelRatiosIndex_1.1.0.9000.tar.gz
CamelRatiosIndex_1.1.0.9000.zip(r-4.7-any)CamelRatiosIndex_1.1.0.9000.zip(r-4.6-any)CamelRatiosIndex_1.1.0.9000.zip(r-4.5-any)
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CamelRatiosIndex_1.1.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
CamelRatiosIndex/json (API)

# Install 'CamelRatiosIndex' in R:
install.packages('CamelRatiosIndex', repos = c('https://jc-ayimah.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jc-ayimah/camelratiosindex/issues

Pkgdown/docs site:https://jc-ayimah.github.io

Datasets:

On CRAN:

Conda:

4.70 score 289 downloads 3 exports 55 dependencies

Last updated from:84dcc0d65f. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK148
source / vignettesOK198
linux-releaseOK169
macos-releaseOK182
macos-oldrelOK180
windows-develOK96
windows-releaseOK95
windows-oldrelOK111
wasm-releaseOK106

Exports:camel_indexlaunch_dashboardplot_camel_index

Dependencies:base64encbslibcachemclicommonmarkcpp11DEoptimRdigestdplyrfarverfastmapfontawesomefsgenericsggplot2gluegtablehtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclemagrittrmemoisemimemvtnormotelpcaPPpillarpkgconfigpromisesR6rappdirsRColorBrewerRcpprlangrobustbaserobustfarrcovS7sassscalesshinysourcetoolstibbletidyselectutf8vctrsviridisLitewithrxtable

Introduction to CamelRatiosIndex
Overview | The CAMEL Framework | Installation | Quick Start | Computing the CAMEL Index | Accessing Detailed Results | Visualizing Results | Data Format | Data Frame Input | Matrix Input | Understanding the Output | Key Metrics | Trend Analysis: Year-on-Year Comparison | Computing Year-on-Year Indices | Extracting Trend Data | Visualizing Trends | Industry-Wide Trend | Identifying Consistent Performers | Methodology | References
Rendered fromintroduction.Rmdusingknitr::rmarkdown

Last update: 2026-07-02
Started: 2026-06-07

Interactive Shiny Dashboard
Overview | Launching the Dashboard | Dashboard Features | 1. Home Screen | 2. Compute Index | 3. Results | 4. Visualisations | 5. Factor Analysis | 6. Data Explorer | 7. About | Data Upload Format | Screenshot
Rendered fromshiny-dashboard.Rmdusingknitr::rmarkdown

Last update: 2026-06-30
Started: 2026-06-30