本課程旨在培養學生以程式設計與數值方法處理統計問題之能力。學生將學習統計計算的基本理論與實作技巧，熟悉運用程式語言（如R或Python）進行資料處理、模擬、估計與模型實作，並能針對實際問題進行統計推論與演算法設計。課程強調理論與實作並重，為進一步研究與應用統計方法打下堅實基礎。This course aims to cultivate students' ability to handle statistical problems using programmatic design and numerical methods. Students will learn the basic theories and practical skills of statistical calculations, be familiar with application languages (such as R or Python) for data processing, simulation, estimation and model implementation, and be able to conduct statistical recommendations and algorithm design for actual problems. The course emphasizes the theoretical discussion and implementation, laying the foundation for further research and application of statistical methods.
Verzani, J. (2014). Using R for Introductory Statistics (2nd ed.). Chapman and Hall/CRC.
Rizzo, M. L. (2019). Statistical computing with R. Chapman and Hall/CRC.
Verzani, J. (2014). Using R for Introductory Statistics (2nd ed.). Chapman and Hall/CRC.
Rizzo, M. L. (2019). Statistical computing with R. Chapman and Hall/CRC.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 期中考試期中考試 Midterm exam |
30 | |
| 期末考試/報告期末考試/報告 Final exam/report |
30 | |
| 作業作業 Action |
30 | |
| 出席狀況與平時表現出席狀況與平時表現 Attendance and performance during normal times |
10 |
