41 citations · 52 across the 6 of their papers we have counts for
11 papers
A Data Fusion Approach for Ride-sourcing Demand Estimation: A Discrete Choice Model with Sampling and Endogeneity Corrections
Rico Krueger, Michel Bierlaire, Prateek Bansal
Ride-sourcing services offered by companies like Uber and Didi have grown rapidly in the last decade. Understanding the demand for these services is essential for planning and mana…
Face masks, vaccination rates and low crowding drive the demand for the London Underground during the COVID-19 pandemic
Prateek Bansal, Roselinde Kessels, Rico Krueger +1
The COVID-19 pandemic has drastically impacted people's travel behaviour and out-of-home activity participation. While countermeasures are being eased with increasing vaccination r…
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…
Semi-Parametric Hierarchical Bayes Estimates of New Yorkers' Willingness to Pay for Features of Shared Automated Vehicle Services
Rico Krueger, Taha H. Rashidi, Akshay Vij
In this paper, we contrast parametric and semi-parametric representations of unobserved heterogeneity in hierarchical Bayesian multinomial logit models and leverage these methods t…
Autonomous Driving and Residential Location Preferences: Evidence from a Stated Choice Survey
Rico Krueger, Taha H. Rashidi, Vinayak V. Dixit
The literature suggests that autonomous vehicles (AVs) may drastically change the user experience of private automobile travel by allowing users to engage in productive or relaxing…