Reference Analysis for Bayesian Meta-Analysis

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Documentation for package ‘ra4bayesmeta’ version 1.0-8

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ra4bayesmeta-package Reference Analysis for Bayesian Meta-Analysis
aa Auricular acupuncture data
aom Acute otitis media data
cal_h_dist Calibration of the Hellinger distance
dsgc Density function of the square-root generalized conventional (SGC) benchmark prior
dsigc Density function of the square-root inverse generalized conventional (SIGC) benchmark prior
fit_models_RA Model fitting for reference analysis using 2 benchmarks: Posterior inference for benchmark and actual heterogeneity priors
fit_models_RA_5bm Model fitting for reference analysis using 5 benchmarks: Posterior inference for benchmark and actual heterogeneity priors
H Hellinger distance between two probability densities
H_fits Hellinger distance between marignal posterior densities of two bayesmeta fits
H_normal Approximate moment-based Hellinger distance computation between two probability densities
m_inf_sgc Optimization function for the SGC(m) prior: Adjust the prior to a target relative latent model complexity (RLMC)
M_inf_sigc Optimization function for the SIGC(M) prior: Adjust the prior to a target relative latent model complexity (RLMC)
m_j_sgc Optimization function for the SGC(m) prior: Approximate Jeffreys reference posterior
M_j_sigc Optimization function for the SIGC(m) prior: Approximate Jeffreys reference posterior
plot_RA Reference analysis plot based on a data frame using 2 benchmarks: Plot heterogeneity benchmark priors and the corresponding marginal posteriors
plot_RA_5bm Reference analysis plot based on a data frame using 5 benchmarks: Plot heterogeneity benchmark priors and the corresponding marginal posteriors
plot_RA_fits Reference analysis plot based on bayesmeta fits: Plot heterogeneity benchmark priors and the corresponding marginal posteriors
post_mu_fe Normal posterior for the overall mean parameter in the fixed effects model
post_RA Posterior reference analysis based on a data frame using 2 benchmarks
post_RA_3bm Posterior reference analysis based on a data frame using 3 benchmarks
post_RA_fits Posterior reference analysis based on bayesmeta fits
pri_RA_5bm Prior reference analysis based on a data frame using 5 benchmarks
pri_RA_fits Prior reference analysis based on bayesmeta fits
rti Respiratory tract infections data
sigma_ref Reference standard deviation