Mathematical modeling of behavior

Lectures

Date Lecturer Topic Reading Chapter title
Sep 15 Bierlaire Introduction Chapter 1 (1.2) Simple example
Sep 22 Bierlaire Choice theory Chapter 3 Choice theories
Sep 29 Bierlaire Binary choice Chapter 4 Binary Choice
Oct 6 Bierlaire Multiple alternatives Chapter 5 Choice with multiple alternatives
Oct 13 Bierlaire Tests Chapter 6 Specification testing
Oct 20 Bierlaire Forecasting Chapter 10 Prediction
Oct 27 Bierlaire Nested logit Chapter 7 The nested logit model
Nov 3 de Lapparent Multivariate Extreme Value models Chapter 8 Multivariate Extreme Value models
Nov 10 de Lapparent Choice Data Chapter 2 (2.1 and 2.2) Data for choice modeling
Nov 17 de Lapparent Sampling Chapter 2.3 Statistical inference and sampling
Nov 24 Bierlaire Mixtures Train (2003), Chapter 6 Mixed logit
Dec 1 Bierlaire Latent variables Walker (2001), Chapter 3 Integration of choice and latent variable models
Dec 8 Bierlaire Panel data No reading
Dec 15 Bierlaire & de Lapparent 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:



Final exam

Day:
Schedule:
Room:
25.01.2016
08:15 to 11:15
CE2