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課程名稱 |
多變量統計分析一
MULTIVARIATES STATISTICAL ANALYSIS (I) |
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開課學期 |
94-2 |
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授課對象 |
理學院 數學研究所 |
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授課教師 |
鄭明燕 |
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課號 |
MATH7607 |
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課程識別碼 |
221 U0730 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期四7,8,9(14:20~17:20) |
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上課地點 |
新數102 |
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備註 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
random vectors; multivarite Normal distribution; partial and multiple correlation; Wishart distribution; Hotelling\'s T2; principal component analysis; factor analysis; multivariate regression analysis; discriminant analysis; cluster analysis; canonical correlation analysis. |
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課程目標 |
Build knowledge on the key elements in statistical analysis of multidimensional data. Develop the theory and methods, and apply to real data sets. |
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課程要求 |
Course prerequisite：
Linear algebra, calculus, statistics
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
Flury, B. (1997) A first course in multivariate statistics. Springer.
Johnson, R.A. and Wichern, D.W. (1998). Applied multivariate statistical analysis. 4th ed.
Prentice Hall.
Sharma, S. (1996) Applied multivariate techniques. Wiley.
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
Homework |
30% |
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2. |
Midterm exam |
30% |
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3. |
Final Exam |
40% |
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