Posterior distributions Approximate calculations 1 Arterial haemodynamics 1 Arteries 1 Bayes Theorem 1 Bayes theorem 1 Bayesian 1 Bayesian VARs 1 Bayesian networks 1 Diagnostic Imaging 1 Flow rate 1 Functional response 1 Hemodynamics 1 Hierarchical representation 1 Humans 1 Large dataset 1 Large datasets 1 Low-dimensional representation 1 MCMC 1 Macroeconomic forecasting 1 Markov Chains 1 Markov chain 1 Markov chain Monte Carlo method 1 Markov chains 1 Mixture prior 1 Mixture priors 1 Monte Carlo experiments 1 Monte Carlo methods 1 Physics-based modeling 1 Physiological models 1