6195 - 多變量分析 英授 Taught in English
Multivariate Analysis
教育目標 Course Target
預計講授內容大致包括以下數項：
(1). 多變量資料介紹與矩陣運算之複習。
(2). 多變量常態分配。
(3). 多變量變異數分析，profile analysis。
(4). Principal Component Analysis。
(5). Factor Analysis。
(6). Discriminant Analysis。
(7). Clustering。
(8). Multidimensional Scaling (MDS) 。
(9). LISREL 方法。
The intended teaching content roughly includes the following:
(1). Copy between multi-variable data introduction and matrix operation.
(2). Multivariate constant allocation.
(3). Multivariate variation analysis, profile analysis.
(4). Principal Component Analysis.
(5). Factor Analysis.
(6). Discriminant Analysis.
(7). Clustering.
(8). Multidimensional Scaling (MDS).
(9). LISREL method.
課程概述 Course Description
Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1.Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.
Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1. Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.
參考書目 Reference Books
Johnson and Wichern, 2007, Applied Multivariate Statistical Analysis, 6th. ed., 雙葉。
Johnson and Wichern, 2007, Applied Multivariate Statistical Analysis, 6th. ed., Double Leaf.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
作業 Action |
15 | |
|
小考1 Small Test 1 |
20 | |
|
小考2 Tips 2 |
20 | |
|
期中考 Midterm exam |
20 | |
|
期末考 Final exam |
25 |
授課大綱 Course Plan
點擊下方連結查看詳細授課大綱
Click the link below to view the detailed course plan
相似課程 Related Courses
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課程名稱 Course Name |
授課教師 Instructor |
時間地點 Time & Room |
學分 Credits |
操作 Actions |
|---|---|---|---|---|---|
|
必修-1754
|
統計系3A 呂恒輝 | 三/6,7,8[M119] | 3-0 | 詳細資訊 Details | |
|
必修-1756
|
統計系3B 魏文翔 | 四/6,7,8[M119] | 3-0 | 詳細資訊 Details |
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 6195
- 學分 Credit: 3-0
-
上課時間 Course Time:Monday/10,11,12[M025]
-
授課教師 Teacher:劉家頤
-
修課班級 Class:共選碩1,2(統計系開)
-
選課備註 Memo:大數據碩士學分學程課程，修此學程之同學優先
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