41 citations · 52 across the 13 of their papers we have counts for
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stat.ME2020
Fast Bayesian Estimation of Spatial Count Data Models
Prateek Bansal, Rico Krueger, Daniel J. Graham
Spatial count data models are used to explain and predict the frequency of phenomena such as traffic accidents in geographically distinct entities such as census tracts or road seg…
stat.ME2019
Variational Bayesian Inference for Mixed Logit Models with Unobserved Inter- and Intra-Individual Heterogeneity
Rico Krueger, Prateek Bansal, Michel Bierlaire +2
Variational Bayes (VB), a method originating from machine learning, enables fast and scalable estimation of complex probabilistic models. Thus far, applications of VB in discrete c…