02983nam a22003614u 450000100220000000300060002200500170002800700150004500800410006002000300010102400310013104100080016210000310017024501160020125000060031726000160032326400160033930000120035533600260036733700260039333800360041934700210045534700080047652015070048465000250199165000320201665000250204865302510207377600360232485601020236085601420246299900170260410.1002/9783527843800Wiley20251030120306.0cr nn 008mam|a231117t2024||||xxu    fs|   |0|| 0|eng||  a9783527843800qelectronic7 a10.1002/97835278438002doi  aeng1 aOtto, Matthias4aut99140810aChemometricsbStatistics and Computer Application in Analytical Chemistryh[electronic resource]cMatthias Otto  a1  bWileyc2024 1bWileyc2024  a432pp.;  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext file2rdaft  bPDF  aChemometrics 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. 4aAnalytical Chemistry 4aIndustrial Chemistry969611 4aBiostatistics96598500aClassification 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 analysis08iPrinted edition:z978352735266140uhttps://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9783527843800aWiley Online Library423Cover Imageuhttps://onlinelibrary.wiley.com/cms/asset/5ffd76a6-4f05-45d4-8023-9b8467df8a67/9783527843800.cover.gifaWiley Online Library  c66945d66945