課程資訊
課程名稱
數量方法與決策分析
Quantitative Methods For Decision Making 
開課學期
109-1 
授課對象
國際企業學系  
授課教師
許耀文 
課號
IB2014 
課程識別碼
704 20410 
班次
01 
學分
3.0 
全/半年
半年 
必/選修
必修 
上課時間
星期五2,3,4(9:10~12:10) 
上課地點
管二103 
備註
106學年度起入學之大三必修.
限學士班三年級以上
總人數上限:60人
外系人數限制:10人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1091IB2014_01 
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課程概述

待補 

課程目標
The students would have a solid knowledge of both the more and more important statistical programming language R and basic linear algebra, and therefore get well prepared for a graduate course in econometrics. 
課程要求
TOPICS:
Data Collection and Data Analysis, Statistical Modelling, Getting Started with R, Data Visualization Using R, Testing Model Assumptions, Correlation, Regression (if time allows);

Functions, Euclidean Spaces, Vector Spaces, Matrix Algebra, Trace, Inverse, Rank, Determinant, Systems of Linear Equations, Partitioned Matrices, Linear Transformations, Eigenvalues and Eigenvectors

GRADING: Mid-Term Exam: 30%. Final Exam: 30%. Homework and Class Participation: 40%.
 
預期每週課後學習時數
 
Office Hours
 
參考書目
Strang, Gilbert, 2005, Linear Algebra and Its Applications, 4th ed., Thomson. 
指定閱讀
1. Field, Andy, Jeremy Miles and Zoe Field, 2012, Discovering Statistics Using R, SAGE.
2. Mike Marin’s Youtube Channel: at least Chapters 1 and 2 (for using R to do data analysis).

3. Williams, Gareth, 2012, Linear Algebra with Applications, 8th ed., Jones and Bartlett Learning.
 
評量方式
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