ABSTRACT
Chemometrics uses advanced mathematical and statistical algorithms to provide maximum chemical information by analyzing chemical data, and obtain knowledge of chemical systems. Chemometrics significantly extends the possibilities of chromatography and with the technological advances of the personal computer and continuous development of open-source software, many laboratories are interested in incorporating chemometrics into their chromatographic methods. This book is an up-to-date reference that presents the most important information about each area of chemometrics used in chromatography, demonstrating its effective use when applied to a chromatographic separation.
TABLE OF CONTENTS
section I|60 pages
Method Development and Optimization
section II|54 pages
Univariate Analysis
section III|137 pages
Data Preprocessing and Unsupervised Analysis
section IV|47 pages
Classification, Discrimination, and Calibration
section V|47 pages
Retention Modeling
section VI|66 pages
Application Overviews
section VII|80 pages
Miscellaneous