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課程名稱 |
工程統計學
Engineering Statistics |
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開課學期 |
104-2 |
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授課對象 |
工學院 材料科學與工程學研究所 |
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授課教師 |
蔡豐羽 |
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課號 |
MSE5023 |
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課程識別碼 |
527 U3060 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期四2,3,4(9:10~12:10) |
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上課地點 |
新103 |
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備註 |
限本系所學生(含輔系、雙修生)
總人數上限：50人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1042MSE5023_ |
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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 |
Course Objective(課程目標):
This course introduces statistical tools in the context of engineering
applications, enabling students to effectively utilize statistical
methodology in their pursue of research or industry career.
介紹統計學觀念以及其在工程上的應用,使學生能將統計學觀念應用在研究或工業
界實務上.
Course Outline(內容綱要):
1.Introduction to basic statistical concepts:
A. Inferences on the Mean and Variance of a Distribution.
B. Inferences on Proportions.
C. Simple Linear Regression and Correlation
D. Analysis of Variance
2.Desigh of experiment
3.Statistical process control
Textbook(教科書)
Engineering statistics, by Douglas C.Montgomery,George C. Runger, Norma
Faris Hubele,New York:Wiley,2004
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課程目標 |
This course introduces statistical tools in the context of engineering
applications, enabling students to effectively utilize statistical
methodology in their pursue of research or industry career.
介紹統計學觀念以及其在工程上的應用,使學生能將統計學觀念應用在研究或工業
界實務上. |
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課程要求 |
待補 |
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預期每週課後學習時數 |
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Office Hours |
另約時間 |
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指定閱讀 |
Engineering statistics, by Douglas C.Montgomery,George C. Runger, Norma
Faris Hubele |
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參考書目 |
待補 |
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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 exam |
50% |
The midterm exam consists of two parts: one open book and one closed book. |
2. |
Final exam |
50% |
The final exam consists of two parts: one open book and one closed book. |
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週次 |
日期 |
單元主題 |
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第1週 |
2/25 |
Initiation |
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第2週 |
3/03 |
Intro. + Data summary (Ch1+2) |
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第3週 |
3/10 |
Random Variables (Ch 3) |
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第4週 |
3/17 |
Probability distributions (Ch3) |
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第5週 |
3/24 |
1 sample: point estimate (Ch4) |
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第6週 |
3/31 |
1 sample: statistical intervals (Ch4) |
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第7週 |
4/07 |
1 sample: statistical intervals (Ch4) + Ch5 |
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第8週 |
4/14 |
Decision making for 2 samples (Ch5) |
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第9週 |
4/21 |
Midterm |
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第10週 |
4/28 |
Decision making for 2 samples (Ch5) |
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第11週 |
5/05 |
Decision making for 2 samples (Ch5) |
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第12週 |
5/12 |
Empirical models (Ch6) |
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第13週 |
5/19 |
Empirical models (Ch6) |
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第14週 |
5/26 |
Design of Experiment (Ch7) |
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第15週 |
6/02 |
Design of Experiment (Ch7) |
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第16週 |
6/09 |
Holiday |
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第17週 |
6/16 |
Statistic process control (Ch8) |
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第18週 |
06/23 |
Final exam |
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