| 當期課號 |
3391 |
Course Number |
3391 |
| 授課教師 |
何瑞樑 |
Instructor |
HER,JUI LIANG |
| 中文課名 |
工程統計 |
Course Name |
Engineering Statistics |
| 開課單位 |
營建工程系(二進)三A |
Department |
|
| 修習別 |
必修 |
Required/Elective |
Required |
| 學分數 |
3 |
Credits |
3 |
| 課程目標 |
本課程之目的在教導學生了解或然率及統計之基本概念，並闡述其在工程規劃、設計上之應用。主要內容包括或然率之基本概念、隨機現象之解析模式、由觀測資料推定參數及或然率分佈模式之推定等。 |
Objectives |
This course covers the concepts and methods of probability and statistics that are essential for modeling the engineering problems under conditions of uncertainty. Specific topics included are basics probability concepts, analytical models of random phenomena, estimating parameters from observational data, and empirical determination of distribution models. |
| 教材 |
工程統計
原著/Lapin 編譯/潘南飛
校閱/郭斯傑 呂淑鈴
全威圖書有限公司 |
Teaching Materials |
Modern Engineering Statistics
Lawrence L. Lapin
ITP:An International Thomson Publishing
Company
Duxbury |
| 成績評量方式 |
1.平時成績 30%
2.作業成績 20%
3.期中考 20%
4.期末考 30% |
Grading |
1.Quiz and Attendance 30%
2.Homework 20%
3.Midterm 20%
4.Final Examination 30% |
| 教師網頁 |
|
| 教學內容 |
1.緒論
2.統計資料之描述, 陳示及探討
3.統計制程管制
4.回歸分析與預測
5.數學模式建立之統計分析
6.機率
7.隨機變數與機率分配
8.工程應用之重要機率分配
9.抽樣分配
10.估計
11.統計檢定
12.回歸分析的統計推論
13.變異數分析
14.實驗設計 |
Syllabus |
1.Introduction
2.Describing, Displaying, And Exploring
Statistical Data
3.Statistical Process Control
4.Making Predictions: Regression
Analysis
5.Statistical Analysis In Model
Building
6.Probability
7.Random Variables And Probability
Distributions
8.Important Probability Distributions
In Engineering
9.Sampling Distributions
10.Statistical Estimation
11.Statistical Testing
12.Theory And Inferences In Regression
Analysis
13.Analysis Of Variance
14.Experimental Design |