Statistics is one of the advantaged-discipline of East China Normal University. During the 4th China University Subject Rankings (CUSR), the statistics discipline of ECNU was sorted into grade A, and has now entered the ranks of key built disciplines of Shanghai and national first-class discipline.
This course, at the same time, can be used as a powerful tool for data collection and analysis. It has been widely applied in experimental science, product design, management science and social science.
This course covers detailed explanation of mathematical models and implementation of R software. In addition to single-factor experiment, multi-factor experiment, block design, Latin square design, factorial experiment, this course also provides students with videos introducing R software, R code and its description with high readability, sample data and other resources. Building on these foundations it enables students to analyze data in a practical way.
The textbook of this course is Design and Analysis of Experiments (English version) (8th ed). The book is based on college-level courses in design of experiments that Professor Montgomery has taught over nearly 40 years at Arizona State University, the University of Washington, and the Georgia Institute of Technology. It has been selected as a professional textbook of statistics by many famous universities both at home and abroad. The content includes simple comparative experiments, block design, factorial designs, response surface methods and designs, robust parameter design, etc.
Prerequisite couses: probability and mathematical statistics
Textbook:
Design and analysis of experiments (8th edition), Douglas C. Montgomery, Wiley, 2013, ISBN: 978-1-118-14692-7.