統計學

Solving many types of engineering problems requires an appreciation of variability and some understanding of how to use both descriptive and analytical tools in dealing with variability. Statistics is concerned with variability and its impact on decision making. This is an introductory course in engineering statistics. We focus on meeting the needs of engineering students by allowing them to concentrate on the applications of statistics to their disciplines. Consequently, examples and exercises are engineering based, and in almost all cases, we have used a real problem setting or the data either from a published source or from consulting experience.

Calculus.

1. The projector and the blackboard will be used at class for this course. 2. The teaching materials are mainly extracted from Chapters 1 ~ 6 of the textbook. 3. Please only download rather than print out the pdf files of the references from the website of our university library. 4. It is strongly recommended to buy the textbook for your better study of this course! 5. Please do not print out any materials relevant to the textbook whose copyright is by Wiley!

作業部份: 1. Homework Assignments 1: 10 Exercises selected from Sections 4-4 ~ 4-8; due at 3:10 p.m. on Monday, November 28, 2022 (the 12th academic week). 2. Homework Assignments 2: 10 Exercises selected from Sections 5-2 ~ 5-6; due at 3:10 p.m. on Monday, December 19, 2022 (the 15th academic week). 3. Homework Assignments 3: 2 Exercises selected from Section 6-2; due at 3:10 p.m. on Monday, January 9, 2023 (the 18th academic week). 考試部份: None. 評量部份: 1. Homework Assignments 1: 30%. 2. Homework Assignments 2: 30%. 3. Homework Assignments 3: 40%.

• Chapter 1. The Role of Statistics in Engineering
• Chapter 2. Data Summary and Presentation
• Chapter 3. Random Variables and Probability Distributions
• Chapter 4. Decision Making for a Single Sample
• Chapter 5. Decision Making for Two Samples
• Chapter 6. Building Empirical Models

Textbook: Montgomery, D. C., Runger, G. C., and Hubele, N. F. (2011). Engineering Statistics, Fifth Edition, SI Version. Wiley (Asia). References: 1. Dalgaard, P. (2008). Introductory Statistics with R, Second Edition. Springer Science+Business Media. 2. Heiberger, R. M. and Holland, B. (2015). Statistical Analysis and Data Display: An Intermediate Course with Examples in R, Second Edition. Springer Science+Business Media. 3. Heumann, C., Schomaker, M., and Shalabh (2016). Introduction to Statistics and Data Analysis: With Exercises, Solutions and Applications in R. Springer International Publishing.

地點

A416

時間

Every Thursday from 10:10 a.m. to 12:00 p.m.

聯絡方式

crchen@nycu.edu.tw (03)571-2121 Ext. 31794 or (03)573-1794