課程資訊
課程名稱
管理數學
Mathematics for Management 
開課學期
107-1 
授課對象
管理學院  財務金融學系  
授課教師
黃以達 
課號
Fin2009 
課程識別碼
703 30500 
班次
 
學分
3.0 
全/半年
半年 
必/選修
必修 
上課時間
星期二A,B(18:25~20:10)星期五7,8,9(14:20~17:20) 
上課地點
管一104管二104 
備註
本課程中文授課,使用英文教科書。週二實習課。
限本系所學生(含輔系、雙修生)
總人數上限:90人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1071Fin2009_ 
課程簡介影片
 
核心能力關聯
核心能力與課程規劃關聯圖
課程大綱
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課程概述

#1 Multiplication of Matrices, Inverse and Gauss-Jordan Elimination.
#2 LU Decomposition, Cholesky Decomposition and Permutation Matrix.
#3 Vector Space.
#4 Linear Independence, Bases and Dimensions.
#5 Types of Solution in Linear System and Complete Solutions.
#6 Inner Product Space and Norm.
#7 Four Fundamental Subspaces.
#8 Determinants.
#9 Projection Matrix and Least Square Method.
#10 Orthogonal Matrix and Gram-Schmidt Process.
#11 Linear Transformation.
#12 Eigenvalue and Eigenvector.
#13 Diagonalization.
#14 Real Symmetric Matrices and Spectral Theorem.
#15 Positive Definite Matrix and Quadratic Form.
#16 Variance-Covariance Matrix.
#17 Principal Axis Theorem and Principal Component Analysis.
#18 Techniques of Matrix Algebra for Chi-Square and T Distributions.
 

課程目標
This course is to offer the fundamental tools especially used in finance. In this course, the main subject is linear algebra and the materials are based on the required lecture notes. The grade is totally determined by the regular examinations and quizzes.  
課程要求
There will be twelve quizzes at class, one mid-term and one final exam.
Among these you can pick ten of your highest scores as your grades,but all these tests cannot be make-up! 
預期每週課後學習時數
 
Office Hours
另約時間 備註: Luke1874@gmail.com 
參考書目
1. Gilbert Strang: Introduction to linear algebra. (4th edition)
2. MIT Open Course: Linear algebra. (2011 Fall)
3. 張森林 &石百達, 財金數量方法, 初版. 2010, 雙葉書局。 
指定閱讀
Lecture Notes. 
評量方式
(僅供參考)
 
No.
項目
百分比
說明
1. 
Quiz 
40% 
 
2. 
Mid-term Exam 
35% 
 
3. 
Final Exam 
35% 
 
 
課程進度
週次
日期
單元主題