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aghq
View on CRAN: Click
here
Download and install aghq package within the R console
Install from CRAN:
install.packages("aghq")
Install from Github:
library("remotes")
install_github("cran/aghq")
Install by package version:
library("remotes")
install_version("aghq", "0.4.1")
Attach the package and use:
library("aghq")
Maintained by
Alex Stringer
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-18
Latest Update: 2023-06-02
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" .
How to cite:
Alex Stringer (2021). aghq: Adaptive Gauss Hermite Quadrature for Bayesian Inference. R package version 0.4.1, https://cran.r-project.org/web/packages/aghq
Previous versions and publish date:
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Other R packages that aghq depends,
imports, suggests or enhances
Functions, R codes and Examples using
the aghq R package
Some associated functions: aghq . compute_moment . compute_pdf_and_cdf . compute_quantiles . correct_marginals . default_control . default_control_marglaplace . default_control_tmb . default_transformation . gcdata . gcdatalist . get_hessian . get_log_normconst . get_mode . get_nodesandweights . get_numquadpoints . get_opt_results . get_param_dim . interpolate_marginal_posterior . laplace_approximation . make_moment_function . make_numeric_moment_function . make_transformation . marginal_laplace . marginal_laplace_tmb . marginal_posterior . nested . normalize_logpost . optimize_theta . plot.aghq . print.aghq . print.aghqsummary . print.laplace . print.laplacesummary . print.marginallaplacesummary . sample_marginal . summary.aghq . summary.laplace . summary.marginallaplace . validate_control . validate_moment . validate_transformation .
Some associated R codes: 00-misc-support-functions.R . 01-optimization.R . 02-normalization.R . 03-summary-statistics.R . 04-aghq.R . data.R . Full aghq package functions and examples
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