03029nam a22003734u 4500 10.1002/9783527843800 Wiley 20251030120306.0 cr nn 008mam|a 231117t2024||||xxu fs| |0|| 0|eng|| 9783527843800 electronic 10.1002/9783527843800 doi eng Otto, Matthias aut 91408 Chemometrics Statistics and Computer Application in Analytical Chemistry [electronic resource] Matthias Otto 1 Wiley 2024 Wiley 2024 432pp.; text txt rdacontent computer c rdamedia online resource cr rdacarrier text file rdaft PDF 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. Analytical Chemistry Industrial Chemistry 69611 Biostatistics 65985 Classification of chemical system; prediction of chemical system; analytical measurement; experiment design; signal processing; exchange of data; artificial intelligence; neural network development; cloud computing; canonical correlation analysis Printed edition: 9783527352661 https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9783527843800 Wiley Online Library Cover Image https://onlinelibrary.wiley.com/cms/asset/5ffd76a6-4f05-45d4-8023-9b8467df8a67/9783527843800.cover.gif Wiley Online Library 66945 66945