Holiday
ENG I工一 103 T1T2F2
本課程強調與說明機率模式與統計方法在工業工程的各種應用。目的在讓學生瞭解統計原理及技巧,並應用於工程問題分析。 This course emphasizes and illustrates the use of probabilistic models and statistical methodology that is employed in countless applications in industrial engineering. It gives the student an understanding of the logic behind statistical techniques as well as practice in using them.
Course keywords: 機率論(Probability Theory); 抽樣分配(Sampling Distribution); 估計(Estimation); 假設檢定(Hypothesis Testing); 變異數分析(Analysis of Variance, ANOVA); 迴歸分析(Regression Analysis); 一、課程說明(Course Description) 本課程延續上學期「機率論」課程,強調與說明機率模式與統計方法在工業工程的各種應用。目的在讓 學生瞭解統計原理及技巧,並應用於工程問題分析。 This course emphasizes and illustrates the use of probabilistic models and statistical methodology that is employed in countless applications in industrial engineering. It gives the student an understanding of the logic behind statistical techniques as well as practice in using them. 二、指定用書(Text Books) Walpole, R.E., Myers, R.H., Myers, S. L. and Ye, Keying (2016). Probability and Statistics For Engineers and Scientists. (Global 9th edition). Pearson Education. 三、參考書籍(References) 1.Johnson, R. A. (2011). Probability and Statistics for Engineers (8th edition). Prentice-Hall Inc. 2.Ross, S. M. (2009). Introduction to Probability and Statistics (4th edition). Elsevier Academic Press. 3.Keller, G. and Warrack, B. (2005). Statistics for Management and Economics. Duxbury. 4.Walpole, R.E., Myers, R.H., Myers, S. L. and Ye, Keying (2012). Probability and Statistics For Engineers and Scientists. (9th edition). Pearson Education. 四、教學方式(Teaching Method) Lecturing and discussion 五、教學進度(Syllabus) Chapter 8: Fundamental Sampling Distributions and Data Descriptions Chapter 9: One and Two-Sample Estimation Problems Chapter 10: One- and Two-Sample Tests of Hypotheses Chapter 11: Simple Linear Regression and Correlation Chapter 13: One-Factor Experiments: General Chapter 14: Factorial Experiments: Two or More Factors (Optional) Chapter 16: Nonparametric Statistics (Optional) 六、成績考核(Evaluation) 1. Midterm Exam (30%) 2. Final Exam (30%) 3. Others (40%) -Quizzes -Class Participation -Homework assignments/Practices 七、可連結之網頁位址 Teaching materials and announcements for this course will be posted on the eeclass system at https://eeclass.nthu.edu.tw/.
MON | TUE | WED | THU | FRI | |
08:00108:50 | |||||
09:00209:50 | |||||
10:10311:00 | |||||
11:10412:00 | |||||
12:10n13:00 | |||||
13:20514:10 | |||||
14:20615:10 | |||||
15:30716:20 | |||||
16:30817:20 | |||||
17:30918:20 | |||||
18:30a19:20 | |||||
19:30b20:20 | |||||
20:30c21:20 |
Average Percentage 69.35
Std. Deviation 20.09
工工系大學部2年級優先,第3次選課起開放全校修習
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