統計計算
Statistical Computing
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 統計計算 A302（光復） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
The aim of the course is to introduce fundamental concepts in statistical computation. Course material include (but not limited to): Random number generation, Variance Reduction, Bootstrap, MCMC, etc.
Basic probability and statistics Elementary programming
無備註
教師未提供此項資料
Homework (40%) Mid-term (25%) Final (25%) Class Participation (10%)
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course Introduction Chap 3. Random Number Generator 2/21 |
| 第 2 週 | NO CLASS (二二八和平紀念日) 2/28 |
| 第 3 週 | Chap 4. Generating Discrete Random Variables 3/7 |
| 第 4 週 | Chap 5. Generating Continuous Random Variables 3/14 |
| 第 5 週 | Chap 6. Discrete Event Simulation 3/21 |
| 第 6 週 | Chap 6. Discrete Event Simulation 3/28 |
| 第 7 週 | NO CLASS (校際活動周) 4/4 |
| 第 8 週 | Chap 7. Statistical Analysis of Simulated Data 4/11 |
| 第 9 週 | MIDTERM 4/18 |
| 第 10 週 | Chap 8. Variance Reduction Techniques 4/25 |
| 第 11 週 | Chap 8. Variance Reduction Techniques 5/2 |
| 第 12 週 | Chap 9. Statistical Validation Techniques 5/9 |
| 第 13 週 | Chap 10. Markov Chain Monte Carlo Methods 5/16 |
| 第 14 週 | Chap 10. Markov Chain Monte Carlo Methods 5/23 |
| 第 15 週 | Chap 10. Markov Chain Monte Carlo Methods 5/30 |
| 第 16 週 | TBA 6/6 |
| 第 17 週 | TBA 6/13 |
| 第 18 週 | FINAL 6/20 |
S. Ross, "Simulation", 4th Edition
- 地點
- 教師未提供此項資料
- 時間
- TBA
- 聯絡方式
- 教師未提供此項資料