Chemometric Techniques for Quantitative Analysis

by Richard Kramer

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 instr

Product Details

ISBN-13:	9781135550219
Publisher:	CRC Press
Publication date:	06/10/1998
Sold by:	Barnes & Noble
Format:	eBook
Pages:	220
File size:	11 MB
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About the Author

Richard Kramer (Aprotec, Inc., SHARON, USA)

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.

Editorial Reviews

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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