Chipman, Hugh; George, Edward; Lemp, Jason; McCulloch, … - In: Transportation Research Part B: Methodological 44 (2010) 5, pp. 686-698
Recent advances in Bayesian modeling have led to stunning improvements in our ability to flexibly and easily model complex high-dimensional data. Flexibility comes from the use of a very large number of parameters without fixed dimension. Priors are placed on the parameters to avoid over-fitting...