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課程名稱 |
工程統計學
Engineering Statistics |
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開課學期 |
102-1 |
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授課對象 |
土木工程學系 |
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授課教師 |
田堯彰 |
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課號 |
CIE2011 |
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課程識別碼 |
501 23200 |
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班次 |
01 |
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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(10:20~12:10)星期三2(9:10~10:00) |
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上課地點 |
新302新302 |
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備註 |
限本系所學生(含輔系、雙修生)
總人數上限：52人 |
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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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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 |
（1）INTRODUCTION
（2）CONTINUITY EQUATION
（3）THE NAVIER-STOKES EQUATIONS
（4）LAMINAR FLOWS
（5）COMPRESSED PRESSURE WAVES IN PIPES
（6）SURFACE PROFILES OF OPEN CHANNEL FLOWS
（7）BASIC POTENTIAL FLOWS
（8）LINEAR WATER SURFACE WAVES
（9）FLOWS IN POROUS MEDIA
（10）TURBULENT FLOWS
（11）DIFFUSION PROCESS
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課程目標 |
This course is designed to provide basic theory and application of probability and statistics for students. Various engineering examples are employed to make students understand the essence of the course. |
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課程要求 |
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
教科書
Probability and Statistics For Engineers and Scientists, R.E. Walpole and R.H. Myers, 7th edition, 2002, Macmillan Publishing Company, New York.
參考書目
1.Probability Concepts in Engineering Planning and Design Vol. 1, A.H-S Ang and W.H Tang, 1975, John Wiley & Sons, Inc.
2. Engineering Statistics, D.C. Montgomery and et al., 1997, John Wiley & Sons, Inc.
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
Midterm Examination |
35% |
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2. |
Final Examination |
45% |
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3. |
Homework and Quiz |
20% |
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週次 |
日期 |
單元主題 |
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第1週 |
9/10,9/11 |
Introduction of Statistics and Data Analysis |
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第2週 |
9/17,9/18 |
Probability |
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第3週 |
9/24,9/25 |
Random Variables and Probability Distributions (小考1) |
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第4週 |
10/01,10/02 |
Mathematical Expectations of Random Variables |
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第5週 |
10/08,10/09 |
Probability Distributions from Limiting Cases |
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第6週 |
10/15,10/16 |
Probability Distributions from Discrete Random Trials |
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第7週 |
10/22,10/23 |
Probability Distributions from Random Occurrences |
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第8週 |
10/29,10/30 |
Probability Distributions related with Normal Distribution (期中考) |
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第9週 |
11/05,11/06 |
Random Sampling |
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第10週 |
11/12,11/13 |
One-Sample Estimation Problems |
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第11週 |
11/19,11/20 |
Two-Sample Estimation Problems (小考2) |
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第12週 |
11/26,11/27 |
One-Sample Tests of Hypotheses |
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第13週 |
12/03,12/04 |
Two-Sample Tests of Hypotheses |
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第14週 |
12/10,12/11 |
Simple Linear Regression |
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第15週 |
12/17,12/18 |
Multiple Linear Regression and Nonlinear Regression |
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第16週 |
12/24,12/25 |
Probability Papers |
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第17週 |
12/31,1/01 |
期末考 |
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