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Rico Krüger

Cette personne a quitté l’EPFL

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Publications associées (7)

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A Dirichlet process mixture model of discrete choice: Comparisons and a case study on preferences for shared automated vehicles

Rico Krüger

This paper i) compares parametric and semi-parametric representations of unobserved heterogeneity in hierarchical Bayesian logit models and ii) applies these methods to infer distributions of willingness to pay for features of shared automated vehicle (SAV ...

2020

A new spatial count data model with Bayesian additive regression trees for accident hot spot identification

Rico Krüger

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 rankings of hazardous sites in road networks. Typically, these methods assume ...

2020

Fast Bayesian estimation of spatial count data models

Rico Krüger

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 segments. These models are typically estimated using Bayesian Markov chain Mont ...

2021

Fuel economy valuation and preferences of Indian two-wheeler buyers

Rico Krüger

India has experienced exponential growth in sales of two-wheelers due to their high fuel economy and easy manoeuvrability in congested traffic conditions. Understanding Indian consumers & rsquo; valuation of fuel economy while purchasing a two-wheeler is c ...

2021

Multi-objective Optimization of Activity-Travel Policies for Epidemic Control: Balancing Health and Economic Outcomes on Socio-Economic Segments

Michel Bierlaire, Cloe Cortes Balcells, Rico Krüger

2024

Enhancing Epidemiological Models with Activity-Travel Behavior and Risk Perception: A Simulation Framework for Policy Management

Michel Bierlaire, Cloe Cortes Balcells, Rico Krüger

2024

Modelling travel behaviour: a choice modelling perspective

Michel Bierlaire, Silvia Francesca Varotto, Rico Krüger

Elgar2024