{ "_id": "6a229f4acd65a98ecbd58320", "Package": "Rgbp", "Version": "1.1.3", "Date": "2018-05-16", "Title": "Hierarchical Modeling and Frequency Method Checking on\nOverdispersed Gaussian, Poisson, and Binomial Data", "Author": "Joseph Kelly, Hyungsuk Tak, and Carl Morris", "Maintainer": "Joseph Kelly ", "Description": "We utilize approximate Bayesian machinery to fit two-level\nconjugate hierarchical models on overdispersed Gaussian,\nPoisson, and Binomial data and evaluates whether the resulting\napproximate Bayesian interval estimates for random effects meet\nthe nominal confidence levels via frequency coverage\nevaluation. The data that Rgbp assumes comprise observed\nsufficient statistic for each random effect, such as an average\nor a proportion of each group, without population-level data.\nThe approximate Bayesian tool equipped with the adjustment for\ndensity maximization produces approximate point and interval\nestimates for model parameters including second-level variance\ncomponent, regression coefficients, and random effect. For the\nBinomial data, the package provides an option to produce\nposterior samples of all the model parameters via the\nacceptance-rejection method. The package provides a quick way\nto evaluate coverage rates of the resultant Bayesian interval\nestimates for random effects via a parametric bootstrapping,\nwhich we call frequency method checking.", "License": "GPL-2", "BugReports": "https://github.com/jyklly/Rgbp/issues", "Repository": "https://jyklly.r-universe.dev", "Date/Publication": "2018-05-17 15:24:00 UTC", "RemoteUrl": "https://github.com/jyklly/rgbp", "RemoteRef": "HEAD", "RemoteSha": "79b12bfa3df63e91ae961b083a5ea3fdf4c3e975", "RemoteSubdir": "Rgbp", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-05 10:02:03 UTC", "User": "root" }, "MD5sum": "5440da6ab3d434cde8a02f35776fd06d", "_user": "jyklly", "_type": "src", "_file": "Rgbp_1.1.3.tar.gz", "_fileid": "6e30cdbc95544841a7ad2da5a05c0e1a7ef12509bce277268a1af062eec0296f", "_filesize": 268739, "_sha256": "6e30cdbc95544841a7ad2da5a05c0e1a7ef12509bce277268a1af062eec0296f", "_created": "2026-06-05T10:02:03.000Z", "_published": "2026-06-05T10:04:58.214Z", "_distro": 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}, { "job": 79706107621, "time": 67, "config": "windows-release", "r": "4.6.0", "check": "ERROR", "artifact": "7433966637" } ], "_buildurl": "https://github.com/r-universe/jyklly/actions/runs/27008393486", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/jyklly/rgbp", "_commit": { "id": "79b12bfa3df63e91ae961b083a5ea3fdf4c3e975", "author": "hyungsuktak ", "committer": "hyungsuktak ", "message": "remove n.AR\n", "time": 1526570640 }, "_maintainer": { "name": "Joseph Kelly", "email": "josephkelly@post.harvard.edu" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.2.0", "role": "Depends" }, { "package": "sn", "role": "Imports" }, { "package": "mnormt", "role": "Imports" } ], "_owner": "jyklly", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 3, "_contributors": [ { "user": "hyungsuktak", "count": 587, "uuid": 2659260 }, { "user": "jyklly", "count": 172, "uuid": 936038 }, { "user": "harrysouthworth", "count": 1, "uuid": 1486592 } ], "_userbio": { "uuid": 936038, "type": "user", "name": "Joseph Kelly" }, "_downloads": { "count": 182, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/Rgbp" }, "_devurl": "https://github.com/jyklly/rgbp", "_searchresults": 16, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/Rgbp.html", "manual.pdf" ], "_homeurl": "https://github.com/jyklly/rgbp", "_realowner": "jyklly", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2013-04-23" }, { "version": "1.0.1", "date": "2013-09-11" }, { "version": "1.0.2", "date": "2013-11-12" }, { "version": "1.0.3", "date": "2013-12-02" }, { "version": "1.0.4", "date": "2014-01-20" }, { "version": "1.0.5", "date": "2014-03-01" }, { "version": "1.0.6", "date": "2014-04-24" }, { "version": "1.0.9", "date": "2015-07-27" }, { "version": "1.1.0", "date": "2015-08-04" }, { "version": "1.1.1", 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