• Feb 2, 2026 bayesian modeling using winbugs values for the parameters (optional but recommended). Specify the number of iterations, burn-in period, and thinning interval. Run the MCMC simulation to generate posterior samples. 4. Convergence Diagnostics Assess whether the MCMC chains have converged to the target distribution: Trace plots By Garrison Herzog