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bayesDiagnostics

Comprehensive Bayesian Model Diagnostics and Comparison Tools

Provides comprehensive tools for Bayesian model diagnostics and comparison. Includes prior sensitivity analysis, posterior predictive checks (Gelman et al. (2013) <doi:10.1201/b16018>), advanced model comparison using Pareto-smoothed importance sampling leave-one-out cross-validation (Vehtari et al. (2017) <doi:10.1007/s11222-016-9696-4>), convergence diagnostics, and prior elicitation tools. Integrates with 'brms' (Burkner (2017) <doi:10.18637/jss.v080.i01>), 'rstan', and 'rstanarm' packages for comprehensive Bayesian workflow diagnostics.

Versions across snapshots

VersionRepositoryFileSize
0.1.0 rolling linux/jammy R-4.5 bayesDiagnostics_0.1.0.tar.gz 259.2 KiB
0.1.0 rolling linux/noble R-4.5 bayesDiagnostics_0.1.0.tar.gz 259.7 KiB
0.1.0 rolling source/ R- bayesDiagnostics_0.1.0.tar.gz 73.5 KiB
0.1.0 latest linux/jammy R-4.5 bayesDiagnostics_0.1.0.tar.gz 259.2 KiB
0.1.0 latest linux/noble R-4.5 bayesDiagnostics_0.1.0.tar.gz 259.7 KiB
0.1.0 latest source/ R- bayesDiagnostics_0.1.0.tar.gz 73.5 KiB
0.1.0 2026-04-26 source/ R- bayesDiagnostics_0.1.0.tar.gz 73.5 KiB
0.1.0 2026-04-23 source/ R- bayesDiagnostics_0.1.0.tar.gz 73.5 KiB
0.1.0 2026-04-09 windows/windows R-4.5 bayesDiagnostics_0.1.0.zip 266.3 KiB

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