STAT 3008 應用迴歸分析 Applied Regression Analysis

 

Course Code	STAT 3008 STAT3008			科目名稱		Applied Regression Analysis 應用迴歸分析
教員	Professor WANG Junhui [官方介紹] [學術著作]			學　　分		3學分
課程性質	STAT選修			同科其他選擇
Workload	l   非PAPER類HOMEWORK l   MIDTERM l   FINAL EXAM								好重	1
									重	1
									平均	1
									輕
									極輕
評價教學內容	#1 1999 冇用 考試出d奇怪野。唔會跟past papers 出 #2正常regression course #3 出嘢出太難，但比考前pastpaper係完全兩回事
評價教員教學	#1 prof同TA都教得好差，啲功課（出自教科書）TA要email問professor點做，然後professor都係上網google答案，再教TA。問TA嘅時候，TA俾嘅solution都唔一定啱，某幾份功課只計completion分又唔講明。Professor喺lecture time 唔夠時間講嘅topic唔係cut syllabus而係俾講到1999嘅TA教。作為新嚟嘅professor midterm同final照抄同一年pp，前面提到教唔切俾TA教懷疑係要夾硬教曬pp cover嘅topic。喺考試前有俾pp我哋睇，但唔係佢抄嗰份，同埋佢話唔建議我哋溫pp。 #2份lecture notes 可以係70幾版，每一版可以show 好幾次，Tutorial notes 可以有大量typo 完全唔check清楚先黎up上blackboard ，手寫D字可以係鬼劃符，寫完等如冇寫，亳無參考價值
CUSIS科目資料	Description： This course introduces the general methodology in regression analysis. Topics include least squares method in simple and multiple regression, weighted least squares, diagnostic checkings, variables selection, dummy variables and multicollinearity. A laboratory section will be held to demonstrate the use of related statistical packages and provide student opportunities for hands-on practices.   Learning Outcome： Upon completion of the course, students should be able to   (1) understand the matrix presentation of data;   (2) understand the parameter estimation and hypothesis testing for a regression model;   (3) build an ANOVA table for a regression model;   (4) perform model selection;   (5) perform model diagnostics; and   (6) use statistical software to analyse regression data.
其他資料	2223Sem1：學位 254|註冊 139|剩餘 115
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