Richard Kramer

Chemometric Techniques for Quantitative Analysis

• Broschiertes Buch

Produktbeschreibung

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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Produktdetails

• Verlag: CRC Press
• Seitenzahl: 220
• Erscheinungstermin: 13. Dezember 2021
• Englisch
• Abmessung: 229mm x 152mm x 12mm
• Gewicht: 326g
• ISBN-13: 9781032237961
• ISBN-10: 1032237961
• Artikelnr.: 62952951

Autorenporträt

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

Inhaltsangabe

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.