000 02674cam a22003497i 4500
001 29317
003 OSt
005 20250507112436.0
008 231114s2024 gw a b 001 0 eng d
020 _a9783527352661
_q
020 _z 9783527843787
_q
020 _z 9783527843794
_q
020 _z 9783527843800
_q
040 _aBTCTA
_beng
_erda
_cBTCTA
082 7 4 _a543.00727
_223
_bO91
100 1 _aOtto, Matthias,
_eauthor.
245 1 0 _aChemometrics :
_bstatistics and computer application in analytical chemistry /
_cMatthias Otto.
250 _aFourth edition.
264 1 _aWeinheim, Germany :
_bWiley-VCH ,
_c2024.
300 _axiv,418 pages :
_billustrations ;
_c25 cm
336 _atext
_btxt
_2rdacontent
337 _aunmediated
_bn
_2rdamedia
338 _avolume
_bnc
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 _aWhat is Chemometrics? -- Basic Statistics -- Signal Processing and Time Series Analysis -- Optimization and Experimental Design -- Pattern Recognition and Classification -- Modeling -- Analytical Databases -- Knowledge Processing and Soft Computing -- Quality Assurance and Good Laboratory Practice
520 _a"The third edition of this long-selling introductory textbook and ready reference covers all pertinent topics, from basic statistics via modeling and databases right up to the latest regulatory issues. The experienced and internationally recognized author, Matthias Otto, introduces the statistical-mathematical evaluation of chemical measurements, especially analytical ones, going on to provide a modern approach to signal processing, designing and optimizing experiments, pattern recognition and classification, as well as modeling simple and nonlinear relationships. Analytical databases are equally covered as are applications of multiway analysis, artificial intelligence, fuzzy theory, neural networks, and genetic algorithms. The new edition has 10% new content to cover such recent developments as orthogonal signal correction and new data exchange formats, tree based classification and regression, independent component analysis, ensemble methods and neuro-fuzzy systems. It still retains, however, the proven features from previous editions: worked examples, questions and problems, additional information and brief explanations in the margin" -- Provided by publisher.
650 4 _aChemometrics.
650 4 _aAnalytical chemistry
_xData processing.
910 _aASEEL
942 _2ddc
_n0
_cBK
999 _c29317
_d29317