Chemometrics in Environmental Chemistry - Statistical Methods

ISBN-13: 9783662148853 / Angielski / Miękka / 2013 / 334 str.

Jurgen Einax; T. E. Barnard; K. S. Booksh

Opis

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.

Spis treści

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.