Advanced Statistics
本課程是由 國立陽明交通大學應用數學系 提供。
課程主要銜接應數系統計學。內容含信賴區間，檢定，變異數分析，卡方檢定，概似比檢定等等。
Textbook：
Hogg and Craig, Introduction to Mathematical Statistics (建議購買書籍).
Mood, Graybill and Boes, Introduction to the Theory of Statistics.
For perfect learning results, please buy textbooks!
| Instructor(s) | Institute of Statistics Prof. Lin-An Chen |
|---|---|
| Course Credits | 3 Credits |
| Academic Year | 100 Academic Year |
| Level | Third year university students |
| Prior Knowledge | Statistics, Probability Theory |
| Related Resources | Course Video Course Syllabus Course Calendar Course Handout |
| Week | Course Content | Course Video |
|---|---|---|
| Week 01 | 區間估計 | Watch Online |
| Week 01 | 區間估計 (1/2) | Watch Online |
| Week 02 | 區間估計 (2/2) | Watch Online |
| Week 03 | 信賴區間 (1/2) | Watch Online |
| Week 03 | 信賴區間 (2/2) | Watch Online |
| Week 04 | 信賴區間 (1/2) | Watch Online |
| Week 04 | 信賴區間 (2/2) | Watch Online |
| Week 05 | 區間估計 | Watch Online |
| Week 05 | 信賴區間 | Watch Online |
| Week 06 | 檢定概念 (1/2) | Watch Online |
| Week 06 | 檢定概念 (2/2) | Watch Online |
| Week 07 | 檢定概念 | Watch Online |
| Week 08 | 檢定概念 (1/2) | Watch Online |
| Week 08 | 檢定概念 (2/2) | Watch Online |
| Week 09 | 檢定概念 (1/2) | Watch Online |
| Week 09 | 檢定概念 (2/2) | Watch Online |
| Week 10 | 檢定概念 | Watch Online |
| Week 11 | 假設檢定 | Watch Online |
| Week 12 | 假設檢定 (1/2) | Watch Online |
| Week 12 | 假設檢定 (2/2) | Watch Online |
| Week 13 | 假設檢定 (1/2) | Watch Online |
| Week 13 | 假設檢定 (2/2) | Watch Online |
| Week 14 | 卡方檢定 (1/2) | Watch Online |
| Week 14 | 卡方檢定 (2/2) | Watch Online |
| Week 15 | 卡方檢定 (1/2) | Watch Online |
| Week 15 | 卡方檢定 (2/2) | Watch Online |
| Week 16 | 卡方檢定 | Watch Online |
課程目標
本課程銜接應數系統計學。內容含信賴區間，檢定，變異數分析，卡方檢定，概似比檢定等等。
課程章節
| 章節 | 章節內容 |
| 區間估計 | 區間估計 |
| 檢定概念 | 假設、power、errors |
| 類似檢定 | 類似檢定 |
| 卡方檢定 | 卡方檢定 |
| 貝氏分析 | 貝氏分析 |
課程書目
Hogg and Craig, Introduction to Mathematical Statistics (建議購買書籍).
Mood, Graybill and Boes, Introduction to the Theory of Statistics.
評分標準
| 項目 |
| 期中考 |
| 期末考 |
本課程行事曆提供課程進度與考試資訊參考。
| 章節 | 章節內容 |
| 02/21-03/13 | 信賴區間 |
| 03/16-03/31 | 檢定觀念 |
| 04/06-04/24 | 概似檢定 |
| 04/27-05/08 | 卡方檢定 |
| 05/11-05/29 | 變異數分析 |
| 06/01-06/19 | 回歸相關議題 |
課程講義 Course Handout
| 章節 | 下載連結 |
| Advanced Statistics |
COURSE
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