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Chemometrics in Analytical Spectroscopy : RSC Analytical Spectroscopy Monographs - Mike J. Adams

Chemometrics in Analytical Spectroscopy

RSC Analytical Spectroscopy Monographs

Hardcover

Published: 9th February 2004
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Chemometrics in Analytical Spectroscopy 2nd Edition provides a tutorial approach to the development of chemometric techniques and their application to the interpretation of analytical spectroscopic data. From simple descriptive statistics to the more sophisticated modelling techniques of principal components analysis and partial least squares regression, this updated edition provides necessary background, enhanced by case studies.The extensive use of worked examples throughout gives Chemometrics in Analytical Spectroscopy 2nd Edition special relevance in teaching and introducing chemometrics to undergraduates and post-graduates. The book is also ideal for analysts with little specialist background. Extracts from reviews of 1st Edition: ''Adams has succeeded in providing a text which is focused on analytical spectroscopy and that gently guides the reader through the concepts without recourse to too much matrix algebra.'' Trends in Analytical Chemistry''a ]a very good introductory text for those wishing to understand the workings of chemometrics techniques.''

"a worthwhile addition to the bookshelf of any chemist". "Dr Adams has succeeded in providing a text which is focused on analytical spectroscopy and that gently guides the reader through the concepts with out recourse to too much matrix algebra." "...A very good introductory text for those wishing to understand the workings of chemometrics techniques."

Glossary of Terms and Symbols
Descriptive Statisticsp. 1
Acquisition and Enhancement of Datap. 29
Feature Selection and Extractionp. 55
Pattern Recognition I: Unsupervised Analysisp. 97
Pattern Recognition II: Supervised Learningp. 129
Calibration and Regression Analysisp. 161
Matrix Tools and Operationsp. 211
Subject Indexp. 221
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780854045952
ISBN-10: 0854045953
Series: RSC Analytical Spectroscopy Monographs
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 238
Published: 9th February 2004
Publisher: Royal Society Of Chemistry
Country of Publication: GB
Dimensions (cm): 23.4 x 15.6  x 1.91
Weight (kg): 0.51
Edition Number: 2
Edition Type: New edition