{ "_id": "6a1ee6fbb401979e7341165b", "Package": "GLAMMGoF", "Title": "Resampling-Based Predictive Validation for Generalized Linear\nand Generalized Additive Models", "Date": "2026-05-14", "URL": "https://github.com/colinpshea/glammgof", "Version": "1.0.7", "Authors@R": "person(\"Colin\", \"Shea\", , \"colin.shea@myfwc.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-2906-250X\"))", "Description": "Provides resampling-based predictive validation for\ngeneralized linear and generalized additive models (with or\nwithout random effects) fitted using packages such as glmmTMB,\nmgcv, stats, lme4, and MASS. Predictive performance is assessed\nusing either repeated random holdout (Monte Carlo\ncross-validation) or bootstrap resampling with out-of-bag\nevaluation. In each replicate, models are refit to a training\ndataset and evaluated on separate testing data, generating\nsampling distributions of in-sample and out-of-sample\nperformance statistics. For continuous or integer response\nmodels, supported metrics include relative root mean squared\nerror (RRMSE), relative mean absolute error (RMAE), relative\nmedian absolute error (RMedAE), and relative bias (RBIAS). For\nbinary response models, supported metrics include AUC, Brier\nscore, and log loss. All predictive metrics are based on\npopulation-level predictions, meaning random effects are\nexcluded when present. Optional residual diagnostics can also\nbe performed using the DHARMa package.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "LazyData": "true", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev\nzlib1g-dev", "Repository": "https://colinpshea.r-universe.dev", "Date/Publication": "2026-05-19 17:27:27 UTC", "RemoteUrl": "https://github.com/colinpshea/GLAMMGoF", "RemoteRef": "HEAD", "RemoteSha": "53c63557570915baf9e7f1016cbaca15f3029877", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-19 19:06:22 UTC", "User": "root" }, "Author": "Colin Shea [aut, cre] (ORCID: )", "Maintainer": "Colin Shea ", "MD5sum": "a54745ca9c25ba536d00a0320806ecf2", "_user": "colinpshea", "_type": "src", "_file": "GLAMMGoF_1.0.7.tar.gz", "_fileid": "cfbef2a99ae962d2a5f3a217fd24ff7650cb7439d2a23cc9cf8a683d62e097d6", "_filesize": 3345648, "_sha256": 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