Articles with "bayesian tools" as a keyword



Choosing Right Bayesian Tools: A Comparative Study of Modern Bayesian Methods in Spatial Econometric Models

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Published in 2025 at "Econometrics"

DOI: 10.3390/econometrics13040049

Abstract: We compare three modern Bayesian approaches, Hamiltonian Monte Carlo (HMC), Variational Bayes (VB), and Integrated Nested Laplace Approximation (INLA), for two classic spatial econometric specifications: the spatial lag model and spatial error model. Our Monte… read more here.

Keywords: modern bayesian; right bayesian; spatial econometric; bayesian tools ... See more keywords