Chemometrics: Statistics and Computer Application in Analytical Chemistry - Softcover

Otto, Matthias

Softcover

ISBN 10: 352735266X ISBN 13: 9783527352661

Publisher: Wiley-VCH, 2023

Synopsis

Chemometrics

Explore chemometrics from basic statistics to the latest artificial intelligence and neural network developments in this new edition

Chemometrics is an area of study combining chemistry and mathematics. It governs the interpretation of data generated by chemical analysis, and its growth as a subfield promises to streamline and revolutionize analytical chemistry.

Chemometrics has long been the leading introductory textbook in this subject. Beginning with an introduction to the statistical-mathematical evaluation of chemical measurements, it leads readers through modern chemometric approaches in a pedagogically sound and highly readable style. Now fully updated to reflect the latest research and applications of this exciting discipline, it provides essential tools for a new generation of analytical chemists.

Readers of the fourth edition of Chemometrics will also find:

• New or expanded treatment of subjects such as deep learning, ANNOVA simultaneous component analysis, instrumental data output, and more
• Detailed discussion of approaches to signal processing, design and optimization of experiments, pattern recognition and classification, and many other areas
• Balance of theoretical and practical knowledge to enable rapid application of key techniques

Chemometrics is ideal for advanced students in chemistry, analytical chemistry, pharmaceutical chemistry, biochemistry, or related subjects, and as a useful reference for practicing researchers and laboratory professionals.

About this title

About the Author

Matthias Otto is Professor Emeritus of Analytical Chemistry at the TU Bergakademie Freiberg in Germany. He conducted his studies at the University of Leipzig before accepting a role as lecturer in Freiberg, Germany, where he was appointed full Professor in 1987. He has taught almost all aspects of analytical chemistry, mainly within the curricula of chemistry, applied sciences, and geoecology, and has organized courses in basic and advanced chemometrics.

From the Back Cover

Explore chemometrics from basic statistics to the latest artificial intelligence and neural network developments in this new edition

Chemometrics is an area of study combining chemistry and mathematics. It governs the interpretation of data generated by chemical analysis, and its growth as a subfield promises to streamline and revolutionize analytical chemistry.

Chemometrics has long been the leading introductory textbook in this subject. Beginning with an introduction to the statistical-mathematical evaluation of chemical measurements, it leads readers through modern chemometric approaches in a pedagogically sound and highly readable style. Now fully updated to reflect the latest research and applications of this exciting discipline, it provides essential tools for a new generation of analytical chemists.

Readers of the fourth edition of Chemometrics will also find:

• New or expanded treatment of subjects such as deep learning, ANNOVA simultaneous component analysis, instrumental data output, and more
• Detailed discussion of approaches to signal processing, design and optimization of experiments, pattern recognition and classification, and many other areas
• Balance of theoretical and practical knowledge to enable rapid application of key techniques

Chemometrics is ideal for advanced students in chemistry, analytical chemistry, pharmaceutical chemistry, biochemistry, or related subjects, and as a useful reference for practicing researchers and laboratory professionals.

Edition details

• Publisher: Wiley-VCH
• Publication date: 2023
• Language: English
• ISBN 10: 352735266X
• ISBN 13: 9783527352661
• Binding: Paperback
• Edition number: 4
• Number of pages: 432