Mathematical modeling of behavior

Lectures

Date Lecturer Topic Reading Chapter title
Sep 20 Bierlaire Introduction Chapter 1 (1.2) Simple example
Sep 27 Bierlaire Choice theory Chapter 3 Choice theories
Oct 4 Bierlaire Binary choice Chapter 4 Binary Choice
Oct 11 Bierlaire Multiple alternatives Chapter 5 Choice with multiple alternatives
Oct 18 Bierlaire Tests Chapter 6 Specification testing
Oct 25 Bierlaire Forecasting Chapter 10 Prediction
Nov 1 Bierlaire Nested logit Chapter 7 The nested logit model
Nov 8 Bierlaire Multivariate Extreme Value models Chapter 8 Multivariate Extreme Value models
Nov 15 Bierlaire Sampling Chapter 2.3 Statistical inference and sampling
Nov 22 No lecture (labs)
Nov 29 Bierlaire Mixtures Train (2003), Chapter 6 Mixed logit
Dec 6 Bierlaire Latent variables Walker (2001), Chapter 3 Integration of choice and latent variable models
Dec 13 Bierlaire Panel data No reading
Dec 20 Bierlaire Q&A, Past year exam No reading

Slides

A copy of the slides is available here.

Bibliography

Readings

Additional material


Schedule

Lectures:
Laboratories:
Tuesday 08:15-10:00
Tuesday 10:15-12:00


Rooms

Lectures:
Laboratories: