Einax J. (Ed.) Chemometrics in Environmental Chemistry. Volume 2G: Statistical Methods

Springer-Verlag Berlin, Heidelberg, 1995. — 343 p. — ISBN: 3540589430.Environmental Chemistry is a relatively young science. Interest in this subject, however, is growing very rapidly and, although no agreement has been reached as yet about the exact content and limits of this interdisciplinary subject, there appears to be increasing interest in seeing environmental topics which are based on chemistry embodied in this subject. One of the first objectives of Environmental Chemistry must be the study of the environment and of natural chemical processes which occur in the environment. A major purpose of this series on Environmental Chemistry,
therefore, is to present a reasonably uniform view of various aspects ofthe chemistry of the environment and chemical reactions occuring in the environment.Contents of Volume 2G: Statistical MethodsEnvironmental 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 Classifica