{ "_id": "6a27ee0524555f66ed54af00", "Package": "PDtoolkit", "Title": "Collection of Tools for PD Rating Model Development and\nValidation", "Version": "1.2.1", "Authors@R": "person(given = \"Andrija\",\nfamily = \"Djurovic\",\nrole = c(\"aut\", \"cre\"),\nemail = \"djandrija@gmail.com\")", "Maintainer": "Andrija Djurovic ", "Description": "The goal of this package is to cover the most common steps\nin probability of default (PD) rating model development and\nvalidation. The main procedures available are those that refer\nto univariate, bivariate, multivariate analysis, calibration\nand validation. Along with accompanied 'monobin' and\n'monobinShiny' packages, 'PDtoolkit' provides functions which\nare suitable for different data transformation and modeling\ntasks such as: imputations, monotonic binning of numeric risk\nfactors, binning of categorical risk factors, weights of\nevidence (WoE) and information value (IV) calculations, WoE\ncoding (replacement of risk factors modalities with WoE\nvalues), risk factor clustering, area under curve (AUC)\ncalculation and others. Additionally, package provides set of\nvalidation functions for testing homogeneity, heterogeneity,\ndiscriminatory and predictive power of the model.", "License": "GPL (>= 3)", "URL": "https://github.com/andrija-djurovic/PDtoolkit", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.1.1", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev", "Repository": "https://andrija-djurovic.r-universe.dev", "Date/Publication": "2025-12-09 10:29:28 UTC", "RemoteUrl": "https://github.com/andrija-djurovic/pdtoolkit", "RemoteRef": "HEAD", "RemoteSha": "5f86b4c5cb420952d13613a25b3ce1e110824a51", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-09 10:37:50 UTC", "User": "root" }, "Author": "Andrija Djurovic [aut, cre]", "MD5sum": "ebf997508eba1913b0ae922443af8386", "_user": "andrija-djurovic", "_type": "src", "_file": "PDtoolkit_1.2.1.tar.gz", "_fileid": "445e99205a9398be6d1fbe8c5d78b1270f2f3b0de70abefa2a0429ae80a4db0e", "_filesize": 493980, 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