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Implementation of the 'bisque' strategy for approximate Bayesian posterior inference. See Hewitt and Hoeting (2019) <doi:10.48550/arXiv.1904.07270> for complete details. 'bisque' combines conditioning with sparse grid quadrature rules to approximate marginal posterior quantities of hierarchical Bayesian models. The resulting approximations are computationally efficient for many hierarchical Bayesian models. The 'bisque' package allows approximate posterior inference for custom models; users only need to specify the conditional densities required for the approximation.
| Version: | 1.0.2 |
| Depends: | R (≥ 3.0.2) |
| Imports: | mvQuad, Rcpp, foreach, itertools |
| LinkingTo: | Rcpp (≥ 0.12.4), RcppArmadillo, RcppEigen (≥ 0.3.3.3.1) |
| Suggests: | testthat, fields |
| Published: | 2020-02-06 |
| DOI: | 10.32614/CRAN.package.bisque |
| Author: | Joshua Hewitt |
| Maintainer: | Joshua Hewitt <joshua.hewitt at duke.edu> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| SystemRequirements: | A system with a recent-enough C++11 compiler (such as g++-4.8 or later). |
| Materials: | NEWS |
| CRAN checks: | bisque results |
| Reference manual: | bisque.pdf |
| Package source: | bisque_1.0.2.tar.gz |
| Windows binaries: | r-devel: bisque_1.0.2.zip, r-release: bisque_1.0.2.zip, r-oldrel: bisque_1.0.2.zip |
| macOS binaries: | r-release (arm64): bisque_1.0.2.tgz, r-oldrel (arm64): bisque_1.0.2.tgz, r-release (x86_64): bisque_1.0.2.tgz, r-oldrel (x86_64): bisque_1.0.2.tgz |
| Old sources: | bisque archive |
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These binaries (installable software) and packages are in development.
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