課程資訊
課程名稱
 旅行者行為分析
Traveler Behavior Analysis 
開課學期
 110-2 
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
 新301 
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 
  
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
 2/15  Course introduction 
Week 2
 2/22  Perspective and decision-making 
Week 3
 3/01  Basic statistics and econometrics I: linear regression model 
Week 4
 3/08  Basic statistics and econometrics II: Poisson regression model 
Week 5
 3/15  Discrete choice theory I: probit and logit models 
Week 6
 3/22  Discrete choice theory II: nested logit model 
Week 7
 3/29  Tobit model 
Week 8
 4/05  Spring break!  
Week 9
 4/12  Survey and questionnaire design
(Take-home mid-term examination) 
Week 10
 4/19  Mixed logit model 
Week 11
 4/26  Ordered probit model 
Week 12
 5/03  Duration model and survival analysis 
Week 13
 5/10  Factor analysis / structure equations modeling 
Week 14
 5/17  Fuzziness and causality 
Week 15
 5/24  Paper critique I 
Week 16
 5/31  Paper critique II