課程名稱 |
工程統計學 Engineering Statistics |
開課學期 |
104-1 |
授課對象 |
土木工程學系 |
授課教師 |
朱致遠 |
課號 |
CIE2011 |
課程識別碼 |
501 23200 |
班次 |
03 |
學分 |
3 |
全/半年 |
半年 |
必/選修 |
必修 |
上課時間 |
星期二3,4(10:20~12:10)星期三2(9:10~10:00) |
上課地點 |
共104共202 |
備註 |
限本系所學生(含輔系、雙修生) 總人數上限:45人 |
Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1041CIE2011_03 |
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 |
課程大綱
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為確保您我的權利,請尊重智慧財產權及不得非法影印
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課程概述 |
The course introduces basic theory and application of probability and statistics for students. Various engineering examples are employed to make students understand the essence of the course. |
課程目標 |
Students understand the principles of probability and statistics and their applications in engineering.
學生能瞭解
1.統計(Statistics)的內涵與其在工程上的應用。
2.隨機變數(Random Variables)的意義與其機率分配(Probability Distributions)。
3.隨機變數的數學期望值(Mathematical Expectation)與其計算。
4.隨機抽樣(Random Sampling)的方法與應用。
5.統計估計(Estimation)的方法與應用。
6.假設檢定(Tests of Hypotheses)的方法與應用。
7.迴歸分析(Regression Analysis)的方法與應用。
8.因子實驗(Factorial Experiment)的方法與應用。
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課程要求 |
Grading:
Homework: 20%
Quiz: 20%
Midterm Exam: 30%
Final Exam: 30%
TOTAL 100%
Note: Punctuality and attendance at class meetings are expected.
Final Grades:
The original grades could be adjusted based on the overall performance of the class in the end of the semester to obtain the final grades.
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預期每週課後學習時數 |
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Office Hours |
備註: See Chinese webpage. |
指定閱讀 |
Essentials of Probability & Statistics for Engineers & Scientists, Walpole, Myers, Myers, and Ye, 1st Edition, 2012, Pearson. (滄海圖書代理) |
參考書目 |
1. Probability and Statistics for Engineers and Scientists, Walpole, Myers,
Myers, and Ye, 9th Edition, 2011. (新月圖書代理)
2. Probability Concepts in Engineering: Emphasis on Applications to Civil
and Environmental Engineering, Vol. 1, Ang and Tang, 2nd Edition, 2006, John
Wiley & Sons, Inc.
3. Engineering Statistics, Montgomery, Runger, and Hubule, 5th Edition,
2010, John Wiley & Sons, Inc.
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評量方式 (僅供參考) |
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週次 |
日期 |
單元主題 |
第1週 |
9/15,9/16 |
Introduction to Statistics and Probability |
第2週 |
9/22,9/23 |
Random Variables, Distributions, and
Mathematical Expectation |
第3週 |
9/29,9/30 |
Discrete Distributions |
第4週 |
10/06,10/07 |
Discrete Distributions |
第5週 |
10/13,10/14 |
Continuous Distributions |
第6週 |
10/20,10/21 |
Sampling |
第7週 |
10/27,10/28 |
Estimation |
第8週 |
11/03,11/04 |
Estimation |
第9週 |
11/10,11/11 |
Midterm Exam |
第10週 |
11/17,11/18 |
Hypotheses Testing |
第11週 |
11/24,11/25 |
Hypotheses Testing |
第12週 |
12/01,12/02 |
Hypotheses Testing |
第13週 |
12/08,12/09 |
Regression |
第14週 |
12/15,12/16 |
Regression |
第15週 |
12/22,12/23 |
One-Factor Experiments: General |
第16週 |
12/29,12/30 |
One-Factor Experiments: General |
第17週 |
1/05,1/06 |
Factorial Experiments
(Two or More Factors)
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第18週 |
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Final Exam |
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