“…To the best of our knowledge, we find that few authors have studied welfare effects due to changes within block price systems, and even fewer have introduced spatial random effects within an endogenous framework to analyze these welfare implications. From a microeconomic perspective, there are three main streams: consumer surplus (Acton andMitchell, 1983, Bowitz et al, 2000), compensating variation (Gomez-Lobo, 1996, Dodonov et al, 2004 and equivalent variation (Dodonov et al, 2004, Lundgren, 2009, Ruijs, 2009, You and Lim, 2013, all of them have been estimated using frequentist approaches without consideration of uncertainty due to parameter estimates. From a theoretical standpoint, the main consideration for adopting the Bayesian approach is that it allows us to establish a statistical framework that simultaneously unifies decision theory, statistical inference, and probability theory under a single philosophically and mathematically consistent structure.…”