週次 |
日期 |
單元主題 |
Week 1 |
2/23 |
Course introduction |
Week 2 |
3/02 |
Fundamentals of traveler behavior I: decision-making mechanisms |
Week 3 |
3/09 |
Basic statistics and econometrics I: linear regression model |
Week 4 |
3/16 |
Basic statistics and econometrics II: Poisson regression model |
Week 5 |
3/23 |
Fundamentals of traveler behavior II: cognitive process and traveler psychology |
Week 6 |
3/30 |
Discrete choice theory I: probit and logit models |
Week 7 |
4/06 |
Spring break! |
Week 8 |
4/13 |
Discrete choice theory II: nested logit model |
Week 9 |
4/20 |
Survey and questionnaire design
(Take-home mid-term examination) |
Week 10 |
4/27 |
Ordered probit model |
Week 11 |
5/04 |
Mixed logit model |
Week 12 |
5/11 |
Tobit model |
Week 13 |
5/18 |
Duration model and survival analysis |
Week 14 |
5/25 |
Structure Equations Modeling |
Week 15 |
6/01 |
Fuzziness and causality |
Week 16 |
6/08 |
Paper critique I |
Week 17 |
6/15 |
Paper critique II |
Week 18 |
6/22 |
Exitlude (no class, just for you to complete the term project) |