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
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
2026-04-09 windows/windows R-4.5 | bayesDiagnostics_0.1.0.zip |
266.3 KiB |
Dependencies (latest)
Imports
- brms (>= 2.18.0)
- checkmate (>= 2.1.0)
- ggplot2 (>= 3.4.0)
- gridExtra
- loo (>= 2.5.0)
- posterior (>= 1.0.0)
- matrixStats
- bridgesampling
- rstan (>= 2.26.0)
- tidyr (>= 1.3.0)