Introduction to Discrete Choice Models
The course introduces the theoretical foundations to choice modeling and describes the steps of operational modeling.
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Description
Human behavior is complex and 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, and its 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.
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, and its 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.
Pricing:
Free
Free
Level:
Intermediate
Intermediate
Duration:
7 weeks, 5h-6h/week
7 weeks, 5h-6h/week
Educator:
Virginie Lurkin
Virginie Lurkin
Organization:
École polytechnique fédérale de Lausanne
École polytechnique fédérale de Lausanne
Submitted by:
Coursearena
Coursearena
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