The need for the development and understanding of large, complex data sets in a wide range of different fields, including economics, chemistry, chemical engineering, and control engineering is very important. In all these fields, the common thread is using these data sets for the development of models to forecast or predict future behavior. Furthermore, the availability of fast computers has meant that many of the techniques can now be used and tested even on one’s own computer. This course is to provide a thorough mathematical and statistical background the regression analysis through the use of examples drawn from the chemical and process industries.

Subjects include:
Introduction to Statistics and Data Visualisation
Theoretical Foundation for Statistical Analysis
Regression
Design of Experiments
Modelling Stochastic Processes with Time Series Analysis
Modelling Dynamic Processes Using System Identification Methods
Using MATLAB® for Statistical Analysis
Using Excel® for Statistical Analysis

Statistics for Chemical and Process Engineers: A Modern Approach, Yuri A. W. Shardt, Springer
Engineering Statistics, 5th Edition, D. C. Montgomery, G. C. Runger, N. F. Hubele, Wiley
歐亞書局
台北縣新店市寶橋路235巷118號5樓(全球科技特區)
電話: (02)8912-1188‧ 服務信箱: eurasia@eurasia.com.tw
Introductory Statistics, 8th Edition, P. S. Mann, Wiley
Probability and Statistics for Engineers, R. Johnson, J. Freund, I. Miller, Pearson
滄海書局
台中市西屯區臺灣大道三段540號11樓(亞太總部大樓)
電話: (04)2708-8787 服務信箱: thbook@tsanghai.com.tw
Statistics for Engineering and the Sciences, 6th Edition, W. M. Mendenhall, T. L. Sincich, CRC Press
Taylor Francis Group
台北市大安區敦化南路一段205號14樓1403室
電話: (02)2778-7900#11 服務信箱: jason.lin@tandf.com.sg
Probability and Statistics for Engineering and the Sciences, 9th Edition, J. L. Devore, CENGAGE Learning
華泰文化
台中市北屯區松竹路二段362-3號1樓
電話: (04)2241-3551#532 服務信箱: sales8@hwatai.com.tw

Total score needs to reach 70 points