統計學(一)

臺北科技大學 115-1 學期課程，課號 362436。

• 學期：115-1
• 授課教師：張漢利
• 學分：3
• 必修
• 上課時段：週一 3 節；週四 5、6 節

課程大綱

本課程之目的在訓練學生，使學生熟悉經常使用之統計方法與理論，能利用已知之資料整理、分析未知之現象，打好修習其他相關學科之基礎。課程內容包括：機率理論、推定、假設檢定、迴歸分析、變異數分析等。 The purpose of this course is to train student and to provide a background in the theory and methodology of general statistical issues. Topics include: probability theory, inference, hypothesis testing, regression analysis and variance analysis.

課程進度

Week 1-7: Probability Week 8-11: Discrete random variables and distributions Week 12-16: Continuous random variables and distributions

評量方式

Exams: 80% (best 4 out of 6) Participation: 10%

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Suggested Textbooks: 1. Ronald E. Walpole, Raymond H. Myers, Sharon L. Myers and Keying Ye (2016), Probability & Statistics for Engineers & Scientists, 9th Edition, Prentice Hall. 2. Douglas C. Montgomery and George C. Runger (2018), Applied Statistics and Probability for Engineers, 7th Edition, John Wiley.