Publications associées à Discrete choice

Michael Herzog, Adrien Christophe Doerig, Leila Drissi Daoudi - Kleinbauer

The drift diffusion model (Ratcliff, 1978) is widely used to model binary decision-making. In this model, evidence for the two alternatives is integrated over time until it hits a decision boundary leading to a reaction. The drift diffusion model fits many ...

2017

Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Anna Fernández Antolín

In this paper we extend the Multiple Indicator Solution (MIS) so that it can also be used to account for endogeneity when there are interactions between observed and unobserved factors in the specification of the utility function. We develop the theoretica ...

Elsevier Sci Ltd2016

Uncovering substitution patterns in new car sales using a cross nested logit model

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Anna Fernández Antolín

In the context of sales of new cars it is important to understand and model the consumers substitution patterns as well as their price elasticity towards different types of cars. To do so we develop (i) a multinomial logit model (MNL) and (ii) a cross-nest ...

2016

Correcting for endogeneity using the multiple indicator solution

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Anna Fernández Antolín

In this paper we extend the Multiple Indicator Solution (MIS),used to correct for endogeneity, so that it can also be used when there are interactions between observed and unobserved factors in the specification of the utility function. We show the theoret ...

2016

Analyzing time sensitivity in the Paris subway: an interval data model approach

Matthieu Marie Cochon de Lapparent

We analyze individual travel discomfort-time tradeoffs in the Paris subway using stated choice experiments. The survey design allows to set up in a willingness-to-pay space to estimate the distributions of elasticities of values of travel time to crowd den ...

Springer2016

Train Timetable Design Under Elastic Passenger Demand

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Shadi Sharif Azadeh, Mohammad Yousef Maknoon, Tomas Robenek

We integrate a probabilistic demand model in the train timetabling problem. We use a logit model that we calibrate to reflect the known demand elasticities. We further include a competing operator as an opt-out option for the passengers. Subsequently, we i ...

2016

A new mathematical formulation to integrate supply and demand within a choice-based optimization framework

Michel Bierlaire, Shadi Sharif Azadeh, Meritxell Pacheco Paneque

During the last decade, there has been an increasing trend to combine customer behavior models in optimization, since it provides a better understanding of the preferences of clients to policy makers while planning for their systems. These preferences are ...

2016

Specification of the cross-nested logit model with sampling of alternatives for route choice models

Michel Bierlaire, Xinjun Lai

We present an operational estimation procedure for the estimation of route choice multivariate extreme value (MEV) models based on sampling of alternatives. The procedure builds on the state-of-the-art literature, and in particular on recent methodological ...

Pergamon-Elsevier Science Ltd2015

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Discrete choice

On Modeling the Synergy Between Acoustic and Lexical Information for Pronunciation Lexicon Development

A two-stage model of decision making

Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data

Uncovering substitution patterns in new car sales using a cross nested logit model

Correcting for endogeneity using the multiple indicator solution

Analyzing time sensitivity in the Paris subway: an interval data model approach

Train Timetable Design Under Elastic Passenger Demand

A new mathematical formulation to integrate supply and demand within a choice-based optimization framework

Specification of the cross-nested logit model with sampling of alternatives for route choice models

Travel discomfort-time tradeoffs in Paris subway: an empirical analysis using interval regression models

Graph Chatbot

Chattez avec Graph Search

A two-stage model of decision making

Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data

Correcting for endogeneity using the multiple indicator solution

Analyzing time sensitivity in the Paris subway: an interval data model approach

Specification of the cross-nested logit model with sampling of alternatives for route choice models

Uncovering substitution patterns in new car sales using a cross nested logit model

A new mathematical formulation to integrate supply and demand within a choice-based optimization framework

Train Timetable Design Under Elastic Passenger Demand

Travel discomfort-time tradeoffs in Paris subway: an empirical analysis using interval regression models