Introduction to Discrete Choice Models

Introduction to Discrete Choice Models by École Polytechnique Fédérale de Lausanne

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Created by École Polytechnique Fédérale de Lausanne Staff Last updated Mon, 14-Mar-2022 English


Introduction to Discrete Choice Models free videos and free material uploaded by École Polytechnique Fédérale de Lausanne Staff .

Syllabus / What will i learn?

Introduction to behavior modeling

Theoretical foundations

Binary choice

Biogeme: an open-source software for estimating choice models

Choice with multiple alternatives

Testing

Forecasting



Curriculum for this course
0 Lessons 00:00:00 Hours
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Description

Human behavior is complexand unpredictable. Or is it?

The focus of this course is methods for predicting the behavior using mathematical models. More specifically, we'll explore choice modeling in order to obtain disaggregate demand models.

Focusing on the logit model, the course covers the specification of the model, the estimation of its parameters, the validation process, andits application. Exercises using the software Biogeme are also part of its makeup. The course relies on concrete case studies with real data sets, which are provided in course content.

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