MAT 8410
:
Bayesian Statistics
Prior distributions, Posterior distributions, Conjugate priors, the Metropolis-Hastings algorithm, the Gibbs sampler, Markov chain Monte Carlo, Convergence diagnostics, Credible Intervals Hierarchical modeling, Differences between Bayesian and frequentist inference.
Prerequisites
MAT 4310 or MAT 7404 and MAT 5700 or MAT 8400