edX
edXIntroduction to Discrete Choice Models
98 studentsINTERMEDIATEEnglish
Korshub's take
Predict Human Choices with Data
Human behavior isn't random—it follows patterns you can model mathematically. This course teaches you how, focusing on logit models and their practical application to real problems using actual datasets.
The hands-on advantage: You'll implement over algorithmic scenarios in Biogeme software, a specialized tool for choice modeling. The course covers specification, parameter estimation, validation, and deployment—everything needed to move from theory to working predictions.
Perfect for: Researchers, analysts, and anyone modeling consumer or behavioral decisions who wants rigor without unnecessary complexity.
About this course
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.
Price
$219
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