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.

Table des matières

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.

Détails du produit

• Collaboration: Jürge Einax (Editeur), Jürgen Einax (Editeur)
• Edition: Springer, Berlin
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 16.10.2013
• EAN: 9783662148853
• ISBN: 978-3-662-14885-3
• Pages: 334
• Dimensions: 155 mm x 19 mm x 235 mm
• Poids: 534 g
• Illustrations: XVI, 334 p. 92 illus.
• Séries: The Handbook of Environmental Chemistry; The Handbook of Environmental Chemistry
• Thèmes: The Handbook of Environmental Chemistry / Reactions and Processes; Reactions and Processes; The Handbook of Environmental Chemistry; Reactions and Processes
• Catégorie: Sciences naturelles, médecine, informatique, technique > Sciences de la Terre > Autres