bayesian-data-analysis topic

List bayesian-data-analysis repositories

DynamicHMCExamples.jl

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Examples for Bayesian inference using DynamicHMC.jl and related packages.

LogDensityProblems.jl

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A common framework for implementing and using log densities for inference.

rstantools

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Tools for Developing R Packages Interfacing with Stan

rhat_ess

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Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

priorsense

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priorsense: an R package for prior diagnostics and sensitivity

bmlm

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Bayesian multilevel mediation models in R

BCEA

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Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the posterior distributions of suitable variables of costs and clin...

HaMMLET

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Fast Bayesian Hidden Markov Model with Wavelet Compression

Bayesian-Statistics-The-Fun-Way

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Solutions and workflow for the Bayesian Statistics The Fun Way book in Python

dcss_supplementary

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Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).