scholarly journals Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models

2021 ◽  
Vol 132 ◽  
pp. 103410
Author(s):  
Yunhan Zheng ◽  
Shenhao Wang ◽  
Jinhua Zhao
Keyword(s):  
Neural Networks ◽  
Discrete Choice ◽  
Travel Behavior ◽  
Deep Neural Networks ◽  
Choice Models ◽  
Discrete Choice Models ◽  
Equality Of Opportunity ◽  
Behavior Prediction

scholarly journals Interaction prediction between groundwater and quarry extension using discrete choice models and artificial neural networks

2016 ◽  
Vol 75 (23) ◽  
Author(s):  
Johan Barthélemy ◽  
Timoteo Carletti ◽  
Louise Collier ◽  
Vincent Hallet ◽  
Marie Moriamé ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Discrete Choice ◽  
Choice Models ◽  
Discrete Choice Models ◽  
Interaction Prediction ◽  
Artificial Neural

Theoretical, methodological and practical issues of choice models

2018 ◽  
Vol 1 (1) ◽  
pp. 21-37
Author(s):  
Bharat P. Bhatta
Keyword(s):  
Discrete Choice ◽  
Model Building ◽  
Estimation Method ◽  
Choice Models ◽  
Discrete Choice Models ◽  
Decision Makers ◽  
Model Formulation ◽  
Random Utility Maximization ◽  
The Relationship ◽  
Method Model

This paper analyzes and synthesizes the fundamentals of discrete choice models. This paper alsodiscusses the basic concept and theory underlying the econometrics of discrete choice, specific choicemodels, estimation method, model building and tests, and applications of discrete choice models. Thiswork highlights the relationship between economic theory and discrete choice models: how economictheory contributes to choice modeling and vice versa. Keywords: Discrete choice models; Random utility maximization; Decision makers; Utility function;Model formulation

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