Chemometrics

Author: Otto (Germany) Author, Shao Xueguang, Cai Wensheng, Xu Xiaojie Translated
Publisher:
Publish Date: 2003-01-01
Features: This book comprehensively explains the basic knowledge and applications of chemometrics, including both traditional statistical methods, smoothing and noise filtering, regression calibration, and recently developed new methods such as genetic algorithms, artificial neural networks, and fuzzy theory. In the presentation of each topic, the authors emphasize the description of fundamental concepts and basic theories, accompanied by practical examples, while omitting or simplifying complex mathematical derivations. Additionally, the book includes numerous examples and exercises to facilitate readers' understanding and mastery. This book is suitable as a graduate textbook for students in chemistry, pharmacy, biochemistry, or ecology, as well as a reference for related professionals. This book comprehensively explains the basic knowledge and applications of chemometrics, including both traditional statistical methods, smoothing and noise filtering, regression calibration, and recently developed new methods such as genetic algorithms and artificial neural networks.