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課程名稱 |
統計學
STATISTICS |
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開課學期 |
94-2 |
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授課對象 |
學程 系統生物與生物資訊學程 |
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授課教師 |
鄭少為 |
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課號 |
MATH3601 |
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課程識別碼 |
201 38100 |
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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 |
星期三6,7,8(13:20~16:20) |
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上課地點 |
新數101 |
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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 |
This course is an introduction to the theory and application of statistical methods. We will particularly focus on probability models and modern statistical concepts and methods developed in a mathematical framework. Topics to be covered include random variables and their various properties, statistical inference, point and interval estimation, hypothesis testing, statistical modeling for experimental and observational data, survey sampling, aspects of experimental design, Bayesian analysis, decision theory, and a variety of real applications such as two-sample comparison and analysis of variance.
Course homepage: http://stat.sinica.edu.tw/~swcheng/course/math38100/ |
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課程目標 |
It is the same as the course contents. |
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課程要求 |
Course prerequisite：
Knowledge of basic probability and calculus.
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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 |
Textbook: Rice, John A. (1995), Mathematical Statistics and Data Analysis, 2nd Edition. Duxbury Press.
Reference:
1. Roussas, G.. G. (1997), A Course in Mathematical Statistics, 2nd Edition. Academic Press.
2. Hogg, R. V., McKean, J. W., and Craig, A. T. (2005), Introduction to Mathematical Statistics, 6th Edition. Pearson Prentice Hall.
3. Wackerly, D.D., Mendenhall, W., and Scheaffer, R.L. (2002), Mathematical Statistics with Applications, 6th Edition. Duxbury Press.
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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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