{ "_id": "6a393fa0b6829d88cf7111c3", "Package": "CamelRatiosIndex", "Title": "Multivariate-Weighted Indexing of CAMEL Ratios for Bank\nPerformance", "Version": "1.0.0", "Authors@R": "c(\nperson(\"John Coker\", \"Ayimah\", , \"jayimah@htu.edu.gh\", role = c(\"aut\", \"cph\", \"cre\")),\nperson(\"George Kyei\", \"Agyen\", , \"gkagyen@live.com\", role = c(\"aut\", \"cph\")),\nperson(\"Raymond\", \"Achiyaale\", , \"rachiyaale@htu.edu.gh\", role = c(\"aut\", \"cph\"))\n)", "Description": "Computes a composite year-on-year index for bank\nperformance assessment using the CAMEL framework (Capital\nAdequacy, Asset Quality, Management Efficiency, Earnings,\nLiquidity). The multivariate weighting scheme employs factor\nanalysis with robust covariance estimation to derive\ncommunality-based weights from the correlation matrix of CAMEL\nratios. Provides functions for index computation,\nvisualization, and comparison across banks and time periods.The\nmethodology is described in Ayimah et al. (2023a)\n and Ayimah et al.\n(2023b) .", "License": "MIT + file LICENSE", "URL": "https://github.com/JC-Ayimah/CamelRatiosIndex,\nhttps://JC-Ayimah.github.io/CamelRatiosIndex/", "BugReports": "https://github.com/JC-Ayimah/CamelRatiosIndex/issues", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.0.0", "Config/testthat/edition": "3", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "Repository": "https://jc-ayimah.r-universe.dev", "Date/Publication": "2026-06-22 09:51:45 UTC", "RemoteUrl": "https://github.com/jc-ayimah/camelratiosindex", "RemoteRef": "HEAD", "RemoteSha": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-22 13:54:59 UTC", "User": "root" }, "Author": "John Coker Ayimah [aut, cph, cre],\nGeorge Kyei Agyen [aut, cph],\nRaymond Achiyaale [aut, cph]", "Maintainer": "John Coker Ayimah ", "MD5sum": "846c12c45358c4531e67c489fbf1b535", "_user": "jc-ayimah", "_type": "src", "_file": "CamelRatiosIndex_1.0.0.tar.gz", "_fileid": "45152cec5f5dbe6141f51fdb2b8d11a073ee35677465105c27f373b907bfe42f", "_filesize": 563714, "_sha256": "45152cec5f5dbe6141f51fdb2b8d11a073ee35677465105c27f373b907bfe42f", "_created": "2026-06-22T13:54:59.000Z", "_published": "2026-06-22T13:58:56.629Z", "_distro": "noble", "_jobs": [ { "job": 82731388189, "time": 182, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7794470409" }, { "job": 82731388183, "time": 162, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7794461753" }, { "job": 82731388210, "time": 199, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7794460093" }, { "job": 82731388289, "time": 167, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7794451154" }, { "job": 82730579799, "time": 209, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7794389812" }, { "job": 82731388107, "time": 126, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7794445898" }, { "job": 82731388328, "time": 97, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7794434439" }, { "job": 82731388215, "time": 92, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7794431876" }, { "job": 82731388143, "time": 101, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7794435522" } ], "_buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/jc-ayimah/camelratiosindex", "_commit": { "id": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "author": "JC-Ayimah ", "committer": "JC-Ayimah ", "message": "CRAN release\n", "time": 1782121905 }, "_maintainer": { "name": "John Coker Ayimah", "email": "jayimah@htu.edu.gh", "login": "jc-ayimah", "description": "", "uuid": 164853456 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "cli", "version": ">= 3.6.0", "role": "Imports" }, { "package": "dplyr", "version": ">= 1.1.0", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.4.0", "role": "Imports" }, { "package": "robustfa", "role": "Imports" }, { "package": "rrcov", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tibble", "version": ">= 3.2.0", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "vdiffr", "role": "Suggests" } ], "_owner": "jc-ayimah", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-23", "n": 1 }, { "week": "2026-24", "n": 5 }, { "week": "2026-25", "n": 1 }, { "week": "2026-26", "n": 1 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "gkagyen", "count": 13, "uuid": 142694111 }, { "user": "jc-ayimah", "count": 6, "uuid": 164853456 } ], "_userbio": { "uuid": 164853456, "type": "user", "name": "JC-Ayimah", "followers": 0 }, "_downloads": { "count": 13, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CamelRatiosIndex" }, "_devurl": "https://github.com/jc-ayimah/camelratiosindex", "_pkgdown": "https://JC-Ayimah.github.io/CamelRatiosIndex/", "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/CamelRatiosIndex.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/jc-ayimah/camelratiosindex", "_realowner": "jc-ayimah", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2026-06-20" } ], "_exports": [ "camel_index", "plot_camel_index" ], "_datasets": [ { "name": "camel_2015", "title": "CAMEL Ratio Data for Ghanaian Banks (2015)", "object": "camel_2015", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca1", "Aq1", "Me1", "Eq1", "Lm1" ], "rows": 21, "table": true, "tojson": true }, { "name": "camel_2016", "title": "CAMEL Ratio Data for Ghanaian Banks (2016)", "object": "camel_2016", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca2", "Aq2", "Me2", "Eq2", "Lm2" ], "rows": 21, "table": true, "tojson": true }, { "name": "camel_2017", "title": "CAMEL Ratio Data for Ghanaian Banks (2017)", "object": "camel_2017", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca2", "Aq2", "Me2", "Eq2", "Lm2" ], "rows": 21, "table": true, "tojson": true }, { "name": "camel_2018", "title": "CAMEL Ratio Data for Ghanaian Banks (2018)", "object": "camel_2018", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca2", "Aq2", "Me2", "Eq2", "Lm2" ], "rows": 21, "table": true, "tojson": true }, { "name": "camel_2019", "title": "CAMEL Ratio Data for Ghanaian Banks (2019)", "object": "camel_2019", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca2", "Aq2", "Me2", "Eq2", "Lm2" ], "rows": 21, "table": true, "tojson": true }, { "name": "camel_2020", "title": "CAMEL Ratio Data for Ghanaian Banks (2020)", "object": "camel_2020", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca2", "Aq2", "Me2", "Eq2", "Lm2" ], "rows": 21, "table": true, "tojson": true }, { "name": "camel_2021", "title": "CAMEL Ratio Data for Ghanaian Banks (2021)", "object": "camel_2021", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca2", "Aq2", "Me2", "Eq2", "Lm2" ], "rows": 21, "table": true, "tojson": true }, { "name": "camel_2022", "title": "CAMEL Ratio Data for Ghanaian Banks (2022)", "object": "camel_2022", "class": [ "spec_tbl_df", "tbl_df", "tbl", "data.frame" ], "fields": [ "Bank", "Ca2", "Aq2", "Me2", "Eq2", "Lm2" ], "rows": 21, "table": true, "tojson": true } ], "_help": [ { "page": "camel_2015", "title": "CAMEL Ratio Data for Ghanaian Banks (2015)", "topics": [ "camel_2015" ] }, { "page": "camel_2016", "title": "CAMEL Ratio Data for Ghanaian Banks (2016)", "topics": [ "camel_2016" ] }, { "page": "camel_2017", "title": "CAMEL Ratio Data for Ghanaian Banks (2017)", "topics": [ "camel_2017" ] }, { "page": "camel_2018", "title": "CAMEL Ratio Data for Ghanaian Banks (2018)", "topics": [ "camel_2018" ] }, { "page": "camel_2019", "title": "CAMEL Ratio Data for Ghanaian Banks (2019)", "topics": [ "camel_2019" ] }, { "page": "camel_2020", "title": "CAMEL Ratio Data for Ghanaian Banks (2020)", "topics": [ "camel_2020" ] }, { "page": "camel_2021", "title": "CAMEL Ratio Data for Ghanaian Banks (2021)", "topics": [ "camel_2021" ] }, { "page": "camel_2022", "title": "CAMEL Ratio Data for Ghanaian Banks (2022)", "topics": [ "camel_2022" ] }, { "page": "camel_index", "title": "Compute Multivariate-Weighted CAMEL Index", "topics": [ "camel_index" ] }, { "page": "plot_camel_index", "title": "Plot CAMEL Index Percentage Differences", "topics": [ "autoplot.camel_index", "plot_camel_index" ] }, { "page": "print.camel_index", "title": "Print Method for camel_index Objects", "topics": [ "print.camel_index" ] }, { "page": "summary.camel_index", "title": "Summary Method for camel_index Objects", "topics": [ "summary.camel_index" ] } ], "_pkglogo": "https://github.com/jc-ayimah/camelratiosindex/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/jc-ayimah/camelratiosindex/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "DEoptimR", "dplyr", "farver", "generics", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "magrittr", "mvtnorm", "pcaPP", "pillar", "pkgconfig", "R6", "RColorBrewer", "rlang", "robustbase", "robustfa", "rrcov", "S7", "scales", "tibble", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "introduction.Rmd", "filename": "introduction.html", "title": "Introduction to CamelRatiosIndex", "engine": "knitr::rmarkdown", "headings": [ "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", "Methodology", "References" ], "created": "2026-06-07 23:59:59", "modified": "2026-06-13 06:01:02", "commits": 3 } ], "_score": 4.301029995663981, "_indexed": true, "_nocasepkg": "camelratiosindex", "_universes": [ "jc-ayimah" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-06-22T13:57:47.000Z", "distro": "noble", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "396e5be158739338c36f22ceeda9f17a834afff3761717ff158c8d9d1e62a3b9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0", "date": "2026-06-22T13:57:31.000Z", "distro": "noble", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "1a3ccbea507ece51c7ac20dda1f5c4f3d8e970dc3daad2b768ff4388c6ade34b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-06-22T13:57:22.000Z", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "16e20b65b19dfc49c85a17c16720540b377bf48f29b20b3bb926b6e1ab063e65", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" }, { "r": "4.6.0", "os": "mac", "version": "1.0.0", "date": "2026-06-22T13:57:08.000Z", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "253217c2094a2e4dff138ab7833d73278cfbc8240e948daa94e5441a30d2d783", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-06-22T13:57:21.000Z", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "4f99eb0646aeb0c2f3f3ca237429dbef244161ca1c39a92fe270f5750527c7f5", "status": "success", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" }, { "r": "4.7.0", "os": "win", "version": "1.0.0", "date": "2026-06-22T13:56:21.000Z", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "f68c8bf7c6ec62e202296e08a37129a04679f555205b88861043cac3d2e97721", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" }, { "r": "4.5.3", "os": "win", "version": "1.0.0", "date": "2026-06-22T13:56:16.000Z", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "78bd2f0f8ba909e27b9fdf4fc80cedb9096aae35b00ae56224df62d05e23a8e1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" }, { "r": "4.6.0", "os": "win", "version": "1.0.0", "date": "2026-06-22T13:56:27.000Z", "commit": "02c39575934adad7d9e276e4b1ba76bcefa772bc", "fileid": "ee0d65b534657524d3f83a59d3436d8993b3439e634a41b10ee4759cbb5bb4fa", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jc-ayimah/actions/runs/27957736892" } ] }