Chemometric Techniques for Quantitative Analysis / Edition 1

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Overview

Chemometric Techniques for Quantitative Analysis shows how to produce and use quantitative analytical calibrations in a laboratory or production environment following a variety of methods, how to estimate the time and resources needed to develop analytical calibrations, and how to employ the quantitative software provided with a wide range of instruments and commercial software packages. Among several, this bestselling volume covers basic and classical approaches, component regression; PCR in action; partial least squares; PLS in action. An extensive appendix offers a glossary, a list of errors and tests for reduced Eigenvalues.

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Editorial Reviews

Booknews
This tutorial shows how to produce and use quantitative analytical calibrations in a laboratory or production environment, estimate the time and resources required to develop analytical calibrations, and employ the quantitative software provided with a wide range of instruments and commercial software packages. Describes and illustrates the classical least squares, inverse least-squares, principal component regression, and partial least-squares techniques. Intended as a supplemental text for undergraduate and graduate courses. Annotation c. by Book News, Inc., Portland, Or.
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Product Details

  • ISBN-13: 9780824701987
  • Publisher: CRC Press
  • Publication date: 1/1/1998
  • Edition number: 1
  • Pages: 220
  • Product dimensions: 6.00 (w) x 9.10 (h) x 0.70 (d)

Table of Contents

Basic approach; creating some data; classical least-squares; inverse least-squares; factor spaces; principal component regression; PCR in action; partial least squares; PLS in action; appendix A - matrices and matrix operations; appendix B - errors -some definitions of terminology; appendix C - centering and scaling; appendix D - F-tests for reduced eigenvalues; appendix E - leverage and influence.

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