88 citations · 190 across the 11 of their papers we have counts for
3 papers · 1 filter
Robust discrete choice models with t-distributed kernel errors
Rico Krueger, Michel Bierlaire, Thomas Gasos +1
Outliers in discrete choice response data may result from misclassification and misreporting of the response variable and from choice behaviour that is inconsistent with modelling…
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…
A New Spatial Count Data Model with Bayesian Additive Regression Trees for Accident Hot Spot Identification
Rico Krueger, Prateek Bansal, Prasad Buddhavarapu
The identification of accident hot spots is a central task of road safety management. Bayesian count data models have emerged as the workhorse method for producing probabilistic ra…