Chemometric Techniques for Quantitative Analysis

This work shows how to produce and use quantitative analytical calibrations in a laboratory or production environment, 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.

List 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.

About the author

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

Summary

Shows how to produce and use quantitative analytical calibrations in a laboratory or production environment, 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.

Product details

• Authors: Richard Kramer, Kramer Richard
• Publisher: Taylor and Francis
• Languages: English
• Product format: Hardback
• Released: 10.06.1998
• EAN: 9780824701987
• ISBN: 978-0-8247-0198-7
• No. of pages: 220
• Weight: 570 g
• Subjects: Natural sciences, medicine, IT, technology > Chemistry > Theoretical chemistry; Non-fiction book > Nature, technology > Natural science; MATHEMATICS / Mathematical Analysis, Calculus & mathematical analysis, Calculus and mathematical analysis