The Handbook of Environmental Chemistry - 2/G: Chemometrics in Environmental Chemistry - Statistical Methods

Pattern recognition and other chemometrical techniques are important tools in interpreting environmental data. This volume presents authoritatively state-of-the-art procedures for measuring and handling environmental data. The chapters are written by leading experts.

List of contents

of Volume 2 G: Statistical Methods.- Environmental Sampling.- Topics of Chemometrics Today.- Experimental Design and Optimization.- Signal Processing and Correlation Techniques.- Information Theory of Signal Resolution - Precision of Measurements.- Robust and Non-parametric Methods in Multiple Regressions of Environmental Data.- Extension and Application of Univariate Figures of Merit to Multivariate Calibration.- Robust Procedures for the Identification of Multiple Outliers.- Pattern Analysis and Classification.

Product details

• Assisted by: Jürge Einax (Editor), Jürgen Einax (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 16.10.2013
• EAN: 9783662148853
• ISBN: 978-3-662-14885-3
• No. of pages: 334
• Dimensions: 155 mm x 19 mm x 235 mm
• Weight: 534 g
• Illustrations: XVI, 334 p. 92 illus.
• Sets: The Handbook of Environmental Chemistry; The Handbook of Environmental Chemistry
• Series: The Handbook of Environmental Chemistry / Reactions and Processes; Reactions and Processes; The Handbook of Environmental Chemistry; Reactions and Processes
• Subject: Natural sciences, medicine, IT, technology > Geosciences > Miscellaneous