2019 Mathematical Modeling of Individual Choice Behavior

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Academic unit or major
Graduate major in Civil Engineering
Instructor(s)
Fukuda Daisuke 
Class Format
Lecture     
Media-enhanced courses
Day/Period(Room No.)
Mon7-8(緑が丘M5-会議室, M5 Bidg., Meeting Room)  Thr7-8(緑が丘M5-会議室, M5 Bidg., Meeting Room)  
Group
-
Course number
CVE.D401
Credits
2
Academic year
2019
Offered quarter
1Q
Syllabus updated
2019/3/18
Lecture notes updated
2019/4/24
Language used
English
Access Index

Lecture

Lecture 1 Choice Behavior and Binary Choice Models (BCM)

2019.4.4(Thu.) 7-8Session

Lecture

Lecture 2 Estimation of BCM

2019.4.8(Mon.) 7-8Session

Exercise

Lecture 3 Computer Lab. (1): Estimation of BCM

2019.4.11(Thu.) 7-8Session

Lecture

Lecture 4 Multinomial Choice Models: Logit and Probit

2019.4.15(Mon.) 7-8Session

Lecture

Lecture 5 Specification and Estimation of Multinomial Logit Models (MNL)

2019.4.18(Thu.) 7-8Session

Exercise

Lecture 6 Computer Lab. (2): Estimation of MNL

2019.4.22(Mon.) 7-8Session

Lecture

Lecture 7 Statistical Tests of Discrete Choice Models

2019.4.25(Thu.) 7-8Session

Lecture

Lecture 8 Independent from Irrelevant Alternatives, Forecasting

2019.5.9(Thu.) 7-8Session

Exercise

Lecture 9 Computer Lab. (3): Statistical Testing & Forecasting

2019.5.13(Mon.) 7-8Session

Lecture

Lecture 10 Nested Logit Model (NL)

2019.5.16(Thu.) 7-8Session

Lecture

Lecture 11 Issues on Sampling

2019.5.20(Mon.) 7-8Session

Exercise

Lecture 12 Computer Lab. (4): NL & Sampling Issues

2019.5.23(Thu.) 7-8Session

Lecture

Lecture 13 Mixed Logit Model (MXL) & Simulation-based Estimation

2019.5.27(Mon.) 7-8Session

Exercise

Lecture 14 Computer Lab. (5): Estimation of MXL

2019.5.30(Thu.) 7-8Session

Lecture

Lecture 15 Recent Developments of DCM in Transportation

2019.6.3(Mon.) 7-8Session

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