{ "_id": "6a103413acfb0bcc41c98cb0", "Package": "BayesPostEst", "Type": "Package", "Title": "Generate Postestimation Quantities for Bayesian MCMC Estimation", "Version": "0.4.0", "Date": "2025-08-13", "Authors@R": "c(person(\"Johannes\",\n\"Karreth\",\nemail = \"jkarreth@ursinus.edu\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0003-4586-7153\")),\nperson(\"Shana\",\n\"Scogin\",\nemail = \"shanarscogin@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-7801-853X\")),\nperson(\"Rob\",\n\"Williams\",\nemail = \"jayrobwilliams@gmail.com\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0001-9259-3883\")),\nperson(\"Andreas\",\n\"Beger\",\nemail = \"adbeger@gmail.com\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0003-1883-3169\")),\nperson(\"Myunghee\",\n\"Lee\",\nrole = c(\"ctb\")),\nperson(\"Neil\",\n\"Williams\",\nrole = c(\"ctb\")))", "Description": "An implementation of functions to generate and plot\npostestimation quantities after estimating Bayesian regression\nmodels using Markov chain Monte Carlo (MCMC). Functionality\nincludes the estimation of the Precision-Recall curves (see\nBeger, 2016 ), the implementation of\nthe observed values method of calculating predicted\nprobabilities by Hanmer and Kalkan (2013)\n, the implementation of\nthe average value method of calculating predicted probabilities\n(see King, Tomz, and Wittenberg, 2000 ),\nand the generation and plotting of first differences to\nsummarize typical effects across covariates (see Long 1997,\nISBN:9780803973749; King, Tomz, and Wittenberg, 2000\n). This package can be used with MCMC\noutput generated by any Bayesian estimation tool including\n'JAGS', 'BUGS', 'MCMCpack', and 'Stan'.", "URL": "https://github.com/ShanaScogin/BayesPostEst", "BugReports": "https://github.com/ShanaScogin/BayesPostEst/issues", "License": "GPL-3", "Encoding": "UTF-8", "LazyLoad": "TRUE", "VignetteBuilder": "knitr", "RoxygenNote": "7.1.2", "SystemRequirements": "JAGS (http://mcmc-jags.sourceforge.io)", "Config/pak/sysreqs": "jags texlive libicu-dev libssl-dev", "Repository": "https://shanascogin.r-universe.dev", "Date/Publication": "2025-08-14 02:40:01 UTC", "RemoteUrl": "https://github.com/shanascogin/bayespostest", "RemoteRef": "HEAD", "RemoteSha": "d3546a1d12bf9351d9434f58b28072414aa224fd", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-12 08:05:06 UTC", "User": "root" }, "Author": "Johannes Karreth [aut] (ORCID: ),\nShana Scogin [aut, cre] (ORCID:\n),\nRob Williams [aut] (ORCID: ),\nAndreas Beger [aut] (ORCID: ),\nMyunghee Lee [ctb],\nNeil 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