Chemometrics in Environmental Chemistry - Statistical Methods

Softcover Nachdruck of the original 1. Auflage 1995
ISBN: 978-3-662-14885-3
Verlag: Springer

Buch, Englisch, 334 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 534 g

Reihe: Reactions and Processes

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.

Zielgruppe

Research

Autoren/Hrsg.

Einax, Jürgen

Weitere Mitwirkende

Barnard, T.E.

Booksh, K.S.

Brereton, R.G.

Coomans, D.H.

Deming, S.N.

Hayashi, Y.

Mallet, Y.L.

Matsuda, R.

Nocerino, J.M.

Olivero, R.A.

Singh, Ajay

Smit, H.C.

DeVel, O.Y.

Wang, Z.

Fachgebiete

• Naturwissenschaften Agrarwissenschaften Agrarwissenschaften
• Geowissenschaften Geologie Geologie
• Geowissenschaften Umweltwissenschaften Umweltmanagement, Umweltökonomie
• Geowissenschaften Umweltwissenschaften Umweltwissenschaften

Inhaltsverzeichnis

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.