6182 - 數理統計 英授 Taught in English
Mathematical Statistics
教育目標 Course Target
數理統計為統計系學生學習統計理論的核心課程，提供統計相關課程的理論根基，並且培養未 來修習更高深與統計相關之課程的能力，第二學期課程主題以統計推論為主，範圍包含：1. 充分性原則、概似性原則。2. 點估計方法與評估準則。3. 檢定方法與評估準則。4. 區間估計方法與評估準則。5. 貝氏統計。6. 漸近理論。
Mathematical statistics is a core course for students in the Department of Statistics to learn statistical theory, providing a theoretical foundation for statistics-related courses and cultivating the ability to take more advanced statistics-related courses in the future. The second semester course topics are mainly statistical inference, and the scope includes: 1. Principle of sufficiency and principle of generality. 2. Point estimation method and evaluation criteria. 3. Calibration methods and evaluation criteria. 4. Interval estimation methods and evaluation criteria. 5. Bayesian statistics. 6. Asymptotic theory.
參考書目 Reference Books
1. George Casella and Roger L. Berger (2002) Statistical Inference (2/E), Duxbury Press.
2. P.J. Bickel and K.A. Doksum (2001) Mathematical Statistics: basic ideas and selected topics (2/E), Prentice Hall.
3. Jun Shao (2003) Mathematical Statistics (2/E), Springer.
1. George Casella and Roger L. Berger (2002) Statistical Inference (2/E), Duxbury Press.
2. P.J. Bickel and K.A. Doksum (2001) Mathematical Statistics: basic ideas and selected topics (2/E), Prentice Hall.
3. Jun Shao (2003) Mathematical Statistics (2/E), Springer.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
Exam - 1 Exam-1 |
25 | |
|
Exam - 2 Exam-2 |
25 | |
|
Exam - 3 Exam-3 |
25 | |
|
Exam - 4 Exam-4 |
25 |
授課大綱 Course Plan
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相似課程 Related Courses
| 課程代碼 Course Code |
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-1755
|
統計系3A 黃連成 | 三/3,4[M116] 二/1,2[M119] | 3-3 | 詳細資訊 Details | |
|
必修-1757
|
統計系3B 沈維雄 | 二/3,4,三/4,5[M119] | 3-3 | 詳細資訊 Details | |
|
必修-6183
|
統計碩1B 俞一唐 | 二/7,8,9[M438] | 3-3 | 詳細資訊 Details | |
|
必修-6185
|
統計碩2 黃連成 | 二/3,4[M115] 三/1,2[M438] | 4-4 | 詳細資訊 Details |
課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 6182
- 學分 Credit: 3-3
-
上課時間 Course Time:Tuesday/3,4[M109] Wednesday/4[M115]
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授課教師 Teacher:王榮琮
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修課班級 Class:統計碩1A
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選課備註 Memo:甲組(105適用)
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