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Chemometrics - Data Driven Extraction for Science (Paperback, 2nd Edition) Loot Price: R1,631
Discovery Miles 16 310
You Save: R192 (11%)
Chemometrics - Data Driven Extraction for Science (Paperback, 2nd Edition): Richard G. Brereton

Chemometrics - Data Driven Extraction for Science (Paperback, 2nd Edition)

Richard G. Brereton

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List price R1,823 Loot Price R1,631 Discovery Miles 16 310 | Repayment Terms: R151 pm x 12* You Save R192 (11%)

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A new, full-color, completely updated edition of the key practical guide to chemometrics This new edition of this practical guide on chemometrics, emphasizes the principles and applications behind the main ideas in the field using numerical and graphical examples, which can then be applied to a wide variety of problems in chemistry, biology, chemical engineering, and allied disciplines. Presented in full color, it features expansion of the principal component analysis, classification, multivariate evolutionary signal and statistical distributions sections, and new case studies in metabolomics, as well as extensive updates throughout. Aimed at the large number of users of chemometrics, it includes extensive worked problems and chapters explaining how to analyze datasets, in addition to updated descriptions of how to apply Excel and Matlab for chemometrics. Chemometrics: Data Driven Extraction for Science, Second Edition offers chapters covering: experimental design, signal processing, pattern recognition, calibration, and evolutionary data. The pattern recognition chapter from the first edition is divided into two separate ones: Principal Component Analysis/Cluster Analysis, and Classification. It also includes new descriptions of Alternating Least Squares (ALS) and Iterative Target Transformation Factor Analysis (ITTFA). Updated descriptions of wavelets and Bayesian methods are included. Includes updated chapters of the classic chemometric methods (e.g. experimental design, signal processing, etc.) Introduces metabolomics-type examples alongside those from analytical chemistry Features problems at the end of each chapter to illustrate the broad applicability of the methods in different fields Supplemented with data sets and solutions to the problems on a dedicated website Chemometrics: Data Driven Extraction for Science, Second Edition is recommended for post-graduate students of chemometrics as well as applied scientists (e.g. chemists, biochemists, engineers, statisticians) working in all areas of data analysis.


Imprint: John Wiley & Sons
Country of origin: United States
Release date: April 2018
Authors: Richard G. Brereton
Dimensions: 277 x 216 x 23mm (L x W x T)
Format: Paperback
Pages: 464
Edition: 2nd Edition
ISBN-13: 978-1-118-90466-4
Categories: Books > Science & Mathematics > Mathematics
Books > Science & Mathematics > Chemistry
Books > Science & Mathematics > Biology, life sciences
Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Chemistry > General
Books > Science & Mathematics > Biology, life sciences > General
LSN: 1-118-90466-4
Barcode: 9781118904664

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