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DESCRIPTION
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Package: aghq
Type: Package
Title: Adaptive Gauss Hermite Quadrature for Bayesian Inference
Version: 0.4.3
Author: Alex Stringer
Maintainer: Alex Stringer <[email protected]>
Description: Adaptive Gauss Hermite Quadrature for Bayesian inference.
The AGHQ method for normalizing posterior distributions
and making Bayesian inferences based on them. Functions are provided for doing
quadrature and marginal Laplace approximations, and summary methods are provided
for making inferences based on the results.
See Stringer (2021). "Implementing Adaptive Quadrature for Bayesian Inference:
the aghq Package" <arXiv:2101.04468>.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.1
Depends: R (>= 3.5.0)
Imports:
methods,
mvQuad,
Matrix,
rlang,
polynom,
splines,
numDeriv
Suggests:
trustOptim,
trust,
testthat (>= 2.1.0),
parallel,
pracma,
utils
Enhances:
TMB,
tmbstan,
EpiILMCT,
rstan
VignetteBuilder: utils
Language: en-US
Roxygen: list(markdown = TRUE)