Chemometrics in Environmental Analysis

Chemometrics in Environmental Analysis

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Description

Make the most of your data! This new title will serve both as an introduction and as a practical guide to those techniques of chemometrics which are applicable to environmental analysis. By describing the optimum methods of data analysis, it will help all chemists in this field to save time and money. Because the authors demonstrate the most important chemometric methods with the aid of numerous examples, the reader will learn to solve a given problem by use of the appropriate method. Applications range from sampling, through laboratory analysis, to evaluation. Interpretation of the findings is explained clearly. The text covers not only basic methods such as univariate statistics, regression analysis, and statistical test planning, but also multivariate data analysis, for example, cluster analysis, principal components analysis, and factor and discriminant analysis. Case studies show the enormous possibilities, and the limits, of chemometric methods. The book will help all environmental analytical scientists, even those with only a basic knowledge of mathematics, to optimize the evaluation and interpretation of the results of their measurements.show more

Product details

  • Other digital | 424 pages
  • 150 x 250 x 1mm
  • Wiley-VCH Verlag GmbH
  • Weinheim, Germany
  • 352760216X
  • 9783527602162

Table of contents

Introduction PART A: ESSENTIAL CHEMOMETRIC METHODS Measurements and Basic Statistics Remarks on Experimental Design and Optimization Sampling and Sampling Design Multivariate Data Analysis Basic Methods of Time Series Analysis PART B: CASE STUDIES Atmosphere Hydrosphere Pedosphere Related Topicsshow more

Review quote

Die Monographie kann somit jedem Analytiker, der sich mit der Chemometrie und deren Anwendung in der Umweltanalytik anfreunden mochte, und dabei nicht auf eine rein mathematische Darstellung der Methoden zuruckgreifen will, sehr empfohlen werden. Angewandte Chemie "Chemometrics in Environmental Analysis" ist ein sehr empfehlenswertes Lehrbuch fur den Umweltanalytiker und bedenkenswert trotz der zunehmenden Alternativen fur all jene, die sich in die Grundlagen der chemometrischen Auswertung von Me?ergebnissen einarbeiten wollen. Acta hydrochimica et hydrobiologicashow more