subject

edX: Introduction to Discrete Choice Models

 with  Michel Bierlaire and Virginie Lurkin
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.

Syllabus

1. Introduction to behavior modeling
2. Theoretical foundations
3. Binary choice
4. Biogeme: an open-source software for estimating choice models
5. Choice with multiple alternatives
6. Testing
7. Forecasting
0 Student
reviews
Cost Free Online Course
Pace Self Paced
Subject Engineering
Provider edX
Language English
Certificates $49 Certificate Available
Hours 5-6 hours a week
Calendar 7 weeks long

Disclosure: To support our site, Class Central may be compensated by some course providers.

+ Add to My Courses
FAQ View All
What are MOOCs?
MOOCs stand for Massive Open Online Courses. These are free online courses from universities around the world (eg. Stanford Harvard MIT) offered to anyone with an internet connection.
How do I register?
To register for a course, click on "Go to Class" button on the course page. This will take you to the providers website where you can register for the course.
How do these MOOCs or free online courses work?
MOOCs are designed for an online audience, teaching primarily through short (5-20 min.) pre recorded video lectures, that you watch on weekly schedule when convenient for you.  They also have student discussion forums, homework/assignments, and online quizzes or exams.

0 reviews for edX's Introduction to Discrete Choice Models

Write a review

Class Central

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free