Mathematical modeling of behavior

Laboratories

Date	Topic	Type	Assignment	Files
Sep 18	Choice data and datasets	Computer lab (CO021)	None	Presentation1 Instructions 1
Sep 25	Choice theory	Exercices (CE1104)	None	Instructions 2 Solutions 2
Oct 2	Introduction to Biogeme	Computer lab (CO021)	None	Presentation3 Instructions 3 Case study 3
Oct 9	Specification and estimation	Exercices (CE1104)	Receive the project assignment.	Instructions 4 Solutions 4 Homework 4 Solution HW 4
Oct 16	Multiple alternatives	Computer lab (CO021)	None	Instructions 5 Case study 5
Oct 23	Multiple alternatives and nested logit	Exercices (CE1104)	None	Instructions 6 Solution 6
Oct. 30	Estimation of NL and CNL models	Computer lab (CO021)	None	Instructions 7 Case study 7
Nov 6	Incremental logit and sampling	Exercices (CE1104)	None	Instructions 8 Solution 8 Homework 8 Solution HW 8
Nov 13	Segmentation and tests	Computer lab (CO021)	None	Instructions 9 Case study 9
Nov 20	Validation and forecasting (1)	Computer lab (CO021)	None	Instructions 10 Case study 10
Nov 27	Validation and forecasting (2)	Computer lab (CO021)	None	Instructions 11 Case study 11
Dec 4	Estimation of mixture models	Computer lab (CO021)	None	Instructions 12 Case study 12
Dec 11	Modeling with latent variables	Exercices (CE1104)	None	Instructions 13 Solution 13 LV model
Dec 18	Q & A	Review of last year's exam (CE1104)	Submit the project assignment by noon on Dec. 18th.

Datasets

Datasets and description

Biogeme

Biogeme official homepage

Graded assignment

Students must hand in one project assignment during the semester.

The project assignement is organized in groups of 4 people. The groups will be determined by yourselves. Please send one email per group including the names of the group members to Meritxell Pacheco before October 2nd.

Find here the final group assignment.

Download the project description (common for all groups) and the data file corresponding to your group number optimaDataset_XX.dat.

Project files	Files
Optima project description	[project_description.pdf]
Data files	[optimaDataset_01.dat]
	[optimaDataset_02.dat]
	[optimaDataset_03.dat]
	[optimaDataset_04.dat]
	[optimaDataset_05.dat]
	[optimaDataset_06.dat]
	[optimaDataset_07.dat]
	[optimaDataset_08.dat]
	[optimaDataset_09.dat]
	[optimaDataset_10.dat]
	[optimaDataset_11.dat]
	[optimaDataset_12.dat]
	[optimaDataset_13.dat]
	[optimaDataset_14.dat]

The following documents must be submitted below as a single Group_XX.zip file before December 18th:

Report of maximum 4 (2 double-sided) pages in .pdf format

Model specification .py files

The .html output files

Project submission

Submit your project assignment as a .zip file here by Dec. 18 at noon.

Select file to upload: