課程大綱

課程資訊

課程名稱	旅行者行為分析 Traveler Behavior Analysis
開課學期	108-2
授課對象	工學院土木工程學系
授課教師	許聿廷
課號	CIE5104
課程識別碼	521EU8850
班次
學分	3.0
全/半年	半年
必/選修	選修
上課時間	星期二2,3,4(9:10~12:10)
上課地點	普306
備註	本課程以英語授課。限大學部高年級。限本系所學生(含輔系、雙修生) 總人數上限：20人
Ceiba 課程網頁	http://ceiba.ntu.edu.tw/1082CIE5104_TBA
課程簡介影片
核心能力關聯	本課程尚未建立核心能力關連
課程大綱
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課程概述	This course will discuss traveler behavior within and relative to transportation systems. One major focus is to read behavioral patterns from data using a variety of econometric tools and understand the relevant theories and mathematics. This course will also explore the cognitive process for travel decision-making at the level of psychological analysis, ultimately seeking to derive its implications in the planning, design and operation of a transportation system.
課程目標	待補
課程要求	Assignment: 35% In-class participation: 15% Mid-term examination: 20% Term project: 30%
預期每週課後學習時數
Office Hours	每週四 17:30~18:30
指定閱讀
參考書目	Discrete Choice Analysis. Moshe Ben-Akiva and Steven R. Lerman. MIT Press. Discrete Choice Methods with Simulation. Kenneth Train. Cambridge University Press.
評量方式 (僅供參考)

課程進度

週次	日期	單元主題
Week 1	3/03	- Course introduction - Fundamentals of traveler behavior I: decision-making mechanisms
Week 2	3/10	Basic statistics and econometrics I: linear regression model
Week 3	3/17	Basic statistics and econometrics II: Poisson regression model
Week 4	3/24	Fundamentals of traveler behavior II: cognitive process and traveler psychology
Week 5	3/31	Discrete choice theory I: probit and logit models
Week 6	4/07	Discrete choice theory II: nested logit model
Week 7	4/14	- Survey and questionnaire design - Take-home mid-term examination
Week 8	4/21	Ordered probit model
Week 9	4/28	Mixed logit model
Week 10	5/05	Tobit model
Week 11	5/12	Duration model and survival analysis
Week 12	5/19	Structure Equations Modeling
Week 13	5/26	Fuzziness and causality
Week 14	6/02	Paper critique I
Week 15	6/09	Paper critique II
Week 16	6/16	Exitlude