STAT 4002 多元技巧及其商業應用 Multivariate Tech W/ Bus App

Course Code	STAT 4002 STAT4002			科目名稱		Multivariate Tech W/ Bus App 多元技巧及其商業應用
教員	Professor LIN Zhixiang [官方介紹] [學術著作]			學　　分		3學分
課程性質	STAT/RMSC/QFRM/QFIN系選修			同科其他選擇
Workload	l   非PAPER類HOMEWORK l   MIDTERM l   FINAL EXAM								好重
									重
									平均
									輕	1
									極輕
評價教學內容	#1 Quite Interesting, 2019R2 有講Image PCA等比較現代而有趣嘅topic, 數學原理ok淺白但都要有basic matrix operation/probability and statistics概念
評價教員教學	#1 同一般stat course比起ok, 比較平舖直敘, 但assignment有趣而有用, tutorial多example which is good
CUSIS科目資料	Description： This course deals with multivariate statistical techniques and their applications in business. Topics are selected from multivariate normal distribution, analysis of means, profile analysis, MANOVA, partial correlation, multiple and canonical correlations, discriminant analysis, and principal components. The integrated use of these techniques in analysing business problems will be emphasized throughout the course.   Learning Outcome： (1) extend standard univariate techniques to their multivariate counterparts;  (2) describe and interpret correlation structures;  (3) perform and interpret multivariate techniques including principal component analysis, factor analysis, multivariate regression and discriminant analysis; and  (4) analyze real data by appropriate techniques and software.
其他資料	2019Sem1：學位 70|註冊 67|剩餘 3
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