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課程名稱 |
數理統計
Mathematical Statistics |
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開課學期 |
104-1 |
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授課對象 |
共同教育中心 統計碩士學位學程 |
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授課教師 |
洪 弘 |
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課號 |
EPM8089 |
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課程識別碼 |
849 D0350 |
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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 |
必修 |
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上課時間 |
星期二7,8,9(14:20~17:20) |
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上課地點 |
公衛211 |
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備註 |
本課程為學程A群組(三選一)必修。
總人數上限：25人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1041EPM8089_stat |
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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 designed for those students in the field of Biostatistics who are interested in the principles of statistics. The goal of this class is to provide students the concepts, methods, and related theories to make statistical inferences. More specifically, the course will focus on 3 topics: point estimation, hypothesis testing, and asymptotic evaluations. Some basic probability concepts will also be reviewed in a fast pace. |
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課程目標 |
To rigorously understand the principles of making statistical inference. |
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課程要求 |
Calculus, Statistics, Probability |
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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 |
1. Casella, G. and Berger, R. L. (2002). Statistical Inference, 2nd edition.
Duxbury.
2. John A. Rice (2007). Mathematical Statistics and Data Analysis, 3rd edition.
Duxbury.
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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. |
Final |
35% |
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2. |
Midterm |
35% |
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3. |
Quiz |
10% |
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4. |
Homework |
20% |
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週次 |
日期 |
單元主題 |
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第1週 |
2015/09/15 |
Topic 0：Probability Theory |
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第2週 |
2015/09/22 |
Topic 1：Transformations and Expectations |
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第3週 |
2015/09/29 |
Topic 2：Common Families of Distributions |
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第4週 |
2015/10/06 |
Topic 2：Common Families of Distributions |
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第5週 |
2015/10/13 |
Topic 3：Multiple Random Variables |
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第6週 |
2015/10/20 |
Topic 3：Multiple Random Variables |
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第7週 |
2015/10/27 |
Topic 4：Properties of a Random Sample |
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第8週 |
2015/11/03 |
Topic 4：Properties of a Random Sample |
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第9週 |
2015/11/10 |
Quiz |
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第10週 |
2015/11/17 |
Mid-term exam |
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第11週 |
2015/11/24 |
Topic 4：Properties of a Random Sample |
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第12週 |
2015/12/01 |
Topic 4：Properties of a Random Sample ;
Topic 5：Principles of Data Reduction |
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第13週 |
2015/12/08 |
Topic 5：Principles of Data Reduction ;
Topic 6：Point Estimation |
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第14週 |
2015/12/15 |
Topic 6：Point Estimation |
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第15週 |
2015/12/22 |
Topic 6：Point Estimation ;
Topic 7：Hypothesis Testing and Interval Estimation |
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第16週 |
2015/12/29 |
Topic 7：Hypothesis Testing and Interval Estimation |
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第17週 |
2016/01/05 |
Topic 8：Asymptotic Evaluations |
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第18週 |
2016/01/12 |
Final exam |
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