R2jags

From MaRDI portal
Software:23734



swMATH11796CRANR2jagsMaRDI QIDQ23734

Using R to Run 'JAGS'

Yu-Sung Su

Last update: 5 February 2024

Copyright license: GNU General Public License

Software version identifier: 0.7-1, 0.01-11, 0.01-12, 0.01-13, 0.01-14, 0.01-15, 0.01-16, 0.01-17, 0.01-18, 0.01-20, 0.01-21, 0.01-22, 0.01-23, 0.01-24, 0.01-26, 0.01-27, 0.01-28, 0.01-29, 0.01-30.01, 0.02-01.01, 0.02-01, 0.02-02, 0.02-04, 0.02-05, 0.02-06, 0.02-07, 0.02-08, 0.02-09, 0.02-10, 0.02-11, 0.02-13, 0.02-14, 0.02-15, 0.02-16, 0.02-17, 0.03-02, 0.03-03, 0.03-04, 0.03-05, 0.03-06, 0.03-07, 0.03-08, 0.03-09, 0.03-11, 0.03-12, 0.04-01, 0.04-02, 0.04-03, 0.05-01, 0.05-03, 0.5-6, 0.5-7, 0.6-1, 0.7-1.1

Source code repository: https://github.com/cran/R2jags

Providing wrapper functions to implement Bayesian analysis in JAGS. Some major features include monitoring convergence of a MCMC model using Rubin and Gelman Rhat statistics, automatically running a MCMC model till it converges, and implementing parallel processing of a MCMC model for multiple chains.




Related Items (56)

A Bayesian hierarchical model for prediction of latent health states from multiple data sources with application to active surveillance of prostate cancerStochastic Volatility Models (SVM) in the Analysis of Drought PeriodsMigConnectivityA hierarchical Bayesian approach to assess learning and guessing strategies in reinforcement learningReview of Bayesian selection methods for categorical predictors using JAGShdbmaBayesian inference for negative binomial-beta exponential distribution and its regression modelModeling infectious disease parameters based on serological and social contact data. A modern statistical perspective.A Bayesian cure rate model based on the power piecewise exponential distributionBayesian approach for addressing differential covariate measurement error in propensity score methodsBayesian Estimation of Random Parameter Models of Responses with Normal and Skew-t Distibutions Evidence from Monte Carlo SimulationDiscretized and Aggregated: Modeling Dive Depth of Harbor Seals from Ordered Categorical Data with Temporal AutocorrelationGlobal estimation and scenario-based projections of sex ratio at birth and missing female births using a Bayesian hierarchical time series mixture modelsimmrmissingHEBayesian inference for the negative binomial-Sushila linear modelMBNMAtimeFull open population capture-recapture models with individual covariatesBayesOrdDesignrnmamodisoWaterBayesianMediationAbakerBayesian beta regression for bounded responses with unknown supportspopbayesMBNMAdosebhmbasketmidas2BTSPASafthdIIVpredictorlongitBayesian spatiotemporal analysis of zero-inflated biological population density data by a delta-normal spatiotemporal additive modelmiscFagReehbbrHETOPeivtoolsBayesian Cost-Effectiveness Analysis with the R package BCEAssifsA phase I-II basket trial design to optimize dose-schedule regimes based on delayed outcomesMixSIARboralCCTpackSeqFeatRbamditjarbesBayesPostEstR package rjmcmc: reversible jump MCMC using post‐processingUnnamed ItemComparison of Additive and Multiplicative Bayesian Models for Longitudinal Count Data with Overdispersion Parameters: A Simulation StudyBayesian hierarchical models for the prediction of volleyball resultsInterval-censored data with misclassification: a Bayesian approachjagstargetsmcmsupplyreslr


This page was built for software: R2jags