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課程名稱 |
工程統計學
Engineering Statistics |
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開課學期 |
105-1 |
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授課對象 |
土木工程學系 |
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授課教師 |
郭安妮 |
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課號 |
CIE2011 |
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課程識別碼 |
501E23200 |
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班次 |
02 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
必修 |
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上課時間 |
星期二3,4,5(10:20~13:10)星期三2(9:10~10:00) |
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上課地點 |
新503新504 |
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備註 |
本課程以英語授課。本課程以英文授課。
限本系所學生(含輔系、雙修生)
總人數上限：45人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1051CIE2011_02_2016 |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
To introduce the principles of probability and statistics, and their applications in the engineering field |
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課程目標 |
Upon completion of this course, students should be able to:
(1)Compute and interpret descriptive statistics
(2)Understand the basic concepts of probability, random variables, probability distribution, and joint probability distribution
(3)Compute point estimation of parameters and determine sampling distributions
(4)Construct confidence intervals
(5)Perform simple linear regression |
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課程要求 |
30% Homework Assignments
30% Midterm Examination
40% Final Examination
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預期每週課後學習時數 |
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Office Hours |
另約時間 備註： By Appointment |
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指定閱讀 |
Probability and Statistics for Engineers and Scientists, Walpole, Myers, Myers, and Ye, 9th Edition, 2014, Pearson (歐亞書局代理) |
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參考書目 |
Essentials of Probability & Statistics for Engineers & Scientists, Walpole,
Myers, Myers, and Ye, 1st Edition, 2013, Pearson. (滄海圖書代理)
Engineering Statistics, Montgomery, Runger, Hubele, 3rd Edition, 2004, Wiley
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評量方式
(僅供參考) |
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週次 |
日期 |
單元主題 |
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Week 1 |
9/13,9/14 |
Introduction; Probability |
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Week 2 |
9/20,9/21 |
Probability |
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Week 3 |
9/27,9/28 |
Random Variable and Probability Distributions |
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Week 4 |
10/04,10/05 |
Random Variable and Probability Distributions |
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Week 5 |
10/11,10/12 |
Expectation |
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Week 6 |
10/18,10/19 |
Probabilistic Models |
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Week 7 |
10/25,10/26 |
Probabilistic Models |
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Week 8 |
11/01,11/02 |
Sampling Distribution |
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Week 9 |
11/08,11/09 |
Midterm Examination (11/08);
Sampling Distribution (11/09) |
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Week 10 |
11/15,11/16 |
Estimation Problems |
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Week 11 |
11/22,11/23 |
Estimation Problems |
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Week 12 |
11/29,11/30 |
Test of Hypotheses |
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Week 13 |
12/06,12/07 |
Test of Hypotheses |
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Week 14 |
12/13,12/14 |
Linear Regression
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Week 15 |
12/20,12/21 |
Linear Regression
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Week 16 |
12/27,12/28 |
One-Factor Experiment |
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Week 17 |
1/03,1/04 |
One-Factor Experiment |
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Week 18 |
1/10 |
Final Examination |
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