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cPseudoMaRg
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Download and install cPseudoMaRg package within the R console
Install from CRAN:
install.packages("cPseudoMaRg")
Install from Github:
library("remotes")
install_github("cran/cPseudoMaRg") Install by package version:
library("remotes")
install_version("cPseudoMaRg", "1.0.1") Attach the package and use:
library("cPseudoMaRg")
Maintained by
Taylor Brown
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First Published: 2021-07-08
Latest Update: 2021-09-05
Description:
The primary function makeCPMSampler() generates a sampler function which performs the correlated pseudo-marginal method of Deligiannidis, Doucet and Pitt (2017) . 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) . 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.
How to cite:
Taylor Brown (2021). cPseudoMaRg: Constructs a Correlated Pseudo-Marginal Sampler. R package version 1.0.1, https://cran.r-project.org/web/packages/cPseudoMaRg. Accessed 13 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:23), 1.0.0 (2021-07-08 09:50)
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Complete documentation for cPseudoMaRg
Functions, R codes and Examples using
the cPseudoMaRg R package
Some associated functions: isBadNum . makeCPMSampler . mean.cpmResults . plot.cpmResults . print.cpmResults .
Some associated R codes: cpm.R . Full cPseudoMaRg package functions and examples
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