Methods for Extracting Information from Analytical Measurements

  1. Pertti Heinonen1,
  2. Giuliano Ziglio2 and
  3. André Van Der Beken3
  1. Pentti Minkkinen

Published Online: 22 MAR 2007

DOI: 10.1002/9780470511121.ch25

Water Quality Measurements Series: Hydrological and Limnological Aspects of Lake Monitoring

Water Quality Measurements Series: Hydrological and Limnological Aspects of Lake Monitoring

How to Cite

Minkkinen, P. (2007) Methods for Extracting Information from Analytical Measurements, in Water Quality Measurements Series: Hydrological and Limnological Aspects of Lake Monitoring (eds P. Heinonen, G. Ziglio and A. Van Der Beken), John Wiley & Sons, Ltd., Chichester, UK. doi: 10.1002/9780470511121.ch25

Editor Information

  1. 1

    Finnish Environment Institute, Belsinki, Finland

  2. 2

    Universita di Trento, Italy

  3. 3

    Techware, Brussels, Belgium

Publication History

  1. Published Online: 22 MAR 2007
  2. Published Print: 1 APR 2000

ISBN Information

Print ISBN: 9780471899884

Online ISBN: 9780470511121

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Keywords:

  • principal component analysis;
  • partial least-squares regression;
  • data prepocessing;
  • optimal model complexity;
  • wastewater

Summary

This chapter contains sections titled:

  • Introduction

  • Principal Component Analysis

  • Partial Least-Squares Regression

  • Data prepocessing and optimal model complexity

  • An Example: effect of wastewater on aquatic plants