Publication
Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity
Publications associées (35)
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André-Gilles Dumont, Dimitrios Efthymiou, Sofia Samoili
The use of Hard Shoulder Running (HSR) systems is a relatively recent control policy aiming to ameliorate traffic conditions in recurrent congested networks. This ITS strategy attracts researchers and practitioners interest, in an attempt to assess its imp ...
2014Integrated supply-demand models for the optimization of flexible transportation systems
This thesis investigates methodologies for improving the demand responsiveness of transportation systems through flexibility. The methodologies propose advances both in demand and supply models having a focus on supply-demand interactions. The demand side ...
EPFL2013Integrating psychometric indicators in latent class choice models
Michel Bierlaire, Ricardo Daniel Hurtubia González, Aurélie Glerum, My Hang Nguyen
Latent class models are a convenient and intuitive way to introduce taste heterogeneity in discrete choice models by relating attributes of the decision makers with unobserved behavioral classes, hence allowing for a more accurate market segmentation. Esti ...
2013Modeling the behavior of investors
Michel Bierlaire, Thomas Robin
We introduce a hybrid discrete choice framework to model the decisions of investors in stock markets. More specifically, we model the decision to buy or sell stocks using a binary logit model with latent classes, characterizing the perception of risk. The ...
2012New Challenges in Disaggregate Behavioral Modeling
This thesis tackles new challenges associated with the disaggregate modeling of the human behavior. Decision-aid tools help in making decisions, by providing quantitative insights on the decisions and associated consequences. They are useful in complex sit ...
EPFL2011Adjectives qualifying individuals' perceptions impacting on transport mode preferences
Michel Bierlaire, Aurélie Glerum, Bilge Atasoy, Alberto Monticone
In this paper, we present an analysis of the impact of perceptions on transport mode choice. Traditional revealed preference surveys very often only involve questions leading to the collection of quantitative data, discrete or continuous, but little attent ...
2011Analysis of Implicit Choice Set Generation Using the Constrained Multinomial-Logit Model
Michel Bierlaire, Gunnar Flötteröd, Ricardo Daniel Hurtubia González
Discrete choice models are defined conditional to the knowledge of the actual choice set by the analyst. The common practice for many years is to assume that individual-based choice sets can be deterministically generated based on the choice context and th ...
2010An analysis of the implicit choice set generation using the Constrained Multinomial Logit model
Michel Bierlaire, Gunnar Flötteröd, Ricardo Daniel Hurtubia González
Discrete choice models are defined conditional to the knowledge of the actual choice set by the analyst. The common practice for many years is to assume that individual-based choice sets can be deterministically generated based on the choice context and th ...
2010An analysis of the implicit choice set generation using the Constrained Multinomial Logit model
Michel Bierlaire, Gunnar Flötteröd, Ricardo Daniel Hurtubia González
Discrete choice models are defined conditional to the analyst's knowledge of the actual choice set. The common practice for many years has been to assume that individual-based choice sets can be deterministically generated on the basis of the choice contex ...
2010Analysis of Implicit Choice Set Generation Using a Constrained Multinomial Logit Model
Michel Bierlaire, Ricardo Daniel Hurtubia González
Discrete choice models are defined conditional to the analyst's knowledge of the actual choice set. The common practice for many years has been to assume that individual-based choice sets can be deterministically generated on the basis of the choice contex ...
National Academy of Sciences2010