Format:
xiv, 418 Seiten :
,
Illustrationen, Diagramme ;
,
24.4 cm x 17 cm.
Edition:
Fourth edition
ISBN:
978-3-527-35266-1
,
3-527-35266-X
Content:
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.
Note:
Serving as both an introductory text and practical approach, covers all relevant chemometric topics from basic statistics, via modeling and databases right up to the latest artificial intelligence and neural network developments.
Additional Edition:
Erscheint auch als Online-Ausgabe, PDF ISBN 978-3-527-84378-7
Additional Edition:
Erscheint auch als Online-Ausgabe, EPUB ISBN 978-3-527-84379-4
Additional Edition:
Erscheint auch als Online-Ausgabe, oBook ISBN 978-3-527-84380-0
Former:
Vorangegangen ist
Language:
English
Subjects:
Chemistry/Pharmacy
Keywords:
Chemometrie
;
Analytische Chemie
Author information:
Otto, Matthias 1950-
