Package: cPseudoMaRg
Type: Package
Title: Constructs a Correlated Pseudo-Marginal Sampler
Version: 1.0.1
Authors@R: person("Taylor", "Brown", email = "trb5me@virginia.edu",
                  role = c("aut", "cre"))
Description: The primary function makeCPMSampler() generates a sampler function which performs the correlated pseudo-marginal method of Deligiannidis, Doucet and Pitt (2017) <arXiv:1511.04992>. If the 'rho=' argument of makeCPMSampler() is set to 0, then the generated sampler function performs the original pseudo-marginal method of Andrieu and Roberts (2009) <DOI:10.1214/07-AOS574>. The sampler function is constructed with the user's choice of prior, parameter proposal distribution, and the likelihood approximation scheme. Note that this algorithm is not automatically tuned--each one of these arguments must be carefully chosen. 
License: MIT + file LICENSE
RoxygenNote: 7.1.1
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2021-09-04 15:39:29 UTC; taylor
Author: Taylor Brown [aut, cre]
Maintainer: Taylor Brown <trb5me@virginia.edu>
Repository: CRAN
Date/Publication: 2021-09-05 00:30:12 UTC
Built: R 4.6.0; ; 2026-04-26 15:31:55 UTC; unix
