機率

臺北科技大學 115-1 學期課程，課號 362259。

• 學期：115-1
• 授課教師：孔繁傑
• 學分：3
• 必修
• 上課時段：週二 5、6 節；週五 7 節

課程大綱

機率空間；組合分析；隨機變數；期望值與慣矩；聯合分佈隨機變數；慣矩母函數及特徵函數；大數法則及中央極限定理；隨機漫步及帕森程序。 Course Title:Probability and Statistics Description:This course is designed for students to get concepts and methods of Probability and Statistics. The main purpose of this course is establishment of the foundations of industrial management, quality control, and industrial economics.

課程進度

Weeks. 1-4 Chapter 1. Sample Space and Probability Week 5 Midterm I Weeks. 5-9 Chapter 2. Discrete Random Variables Week 10 Midterm II Weeks. 10-13 Chapter 3. General Random Variables Week 14 Midterm III Weeks. 14-18 Final project presentation from the selected materials (Chapters. 4 and 5)

評量方式

Midterm I: 15%, Midterm II: 15%, Midterm III: 20%, Participation&Class engagement: 20%, Final Project: 30%, Bonus

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 D. P. Bertsekas & J. N. Tsitsiklis (2008). Introduction to Probability. Second Edition, Athena Scientific.