Package: BayesPostEst
Type: Package
Title: Generate Postestimation Quantities for Bayesian MCMC Estimation
Version: 0.0.1
Date: 2019-08-01
Authors@R: 
    c(person("Johannes", "Karreth", email = "jkarreth@ursinus.edu", role = c("aut")),
    person("Shana", "Scogin", email = "shanarscogin@gmail.com", role = c("aut", "cre")),
    person("Andreas", "Beger", email = "adbeger@gmail.com", role = c("aut")),
    person("Myunghee", "Lee", email = "mlq38@mail.missouri.edu", role = c("ctb")),
    person("Neil", "Williams", email = "snpwill@uga.edu", role = c("ctb")))
Description: An implementation of functions to generate and plot postestimation quantities after estimating Bayesian regression models using Markov chain Monte Carlo (MCMC). Functionality includes the estimation of the Precision-Recall curves (see Beger, 2016 <doi:10.2139/ssrn.2765419>), the implementation of the observed values method of calculating predicted probabilities by Hanmer and Kalkan (2013) <doi:10.1111/j.1540-5907.2012.00602.x>, the implementation of the average value method of calculating predicted probabilities (see King, Tomz, and Wittenberg, 2000 <doi:10.2307/2669316>), and the generation and plotting of first differences to summarize typical effects across covariates (see Long 1997, ISBN:9780803973749; King, Tomz, and Wittenberg, 2000 <doi:10.2307/2669316>). This package can be used with MCMC output generated by any Bayesian estimation tool including 'JAGS', 'BUGS', 'MCMCpack', and 'Stan'.
URL: https://github.com/ShanaScogin/BayesPostEst
BugReports: https://github.com/ShanaScogin/BayesPostEst/issues
License: GPL-3
Imports: carData, caTools, coda (>= 0.13), dplyr (>= 0.5.0), ggmcmc,
        ggplot2, ggridges, R2jags, reshape2, rlang, ROCR, stats, tidyr
        (>= 0.5.1)
Depends: R (>= 2.14.0)
Encoding: UTF-8
LazyData: TRUE
LazyLoad: TRUE
Suggests: knitr, MCMCpack, rmarkdown, rstan (>= 2.10.1), rstanarm,
        testthat
VignetteBuilder: knitr
RoxygenNote: 6.1.1
SystemRequirements: JAGS (http://mcmc-jags.sourceforge.net)
NeedsCompilation: no
Packaged: 2019-08-02 21:10:33 UTC; shanascogin
Author: Johannes Karreth [aut],
  Shana Scogin [aut, cre],
  Andreas Beger [aut],
  Myunghee Lee [ctb],
  Neil Williams [ctb]
Maintainer: Shana Scogin <shanarscogin@gmail.com>
Repository: CRAN
Date/Publication: 2019-08-05 12:20:09 UTC
