Practical Guide to Chemometrics / Edition 2

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Book Description Covering the latest advances, Practical Guide to Chemometrics, Second Edition introduces the diverse topics related to chemometrics. This second edition has been completely revised to feature new chapters on principal component analysis, self-modeling curve resolution, and multi-way analysis methods. It includes expanded material on normal distributions, sampling theory, signal processing, and digital filtering. It also discusses trends in chemometrics and identifies areas for future development. With summaries, solutions to problems, recommended reading, and references for each chapter, this text remains an essential resource for students, professionals, and researchers in the field.

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Product Details

  • ISBN-13: 9781574447835
  • Publisher: Taylor & Francis
  • Publication date: 3/8/2006
  • Edition description: REV
  • Edition number: 2
  • Pages: 552
  • Product dimensions: 6.10 (w) x 9.30 (h) x 1.20 (d)

Table of Contents

Introduction to Chemometrics; P.J. Gemperline
Statistical Evaluation of Data; A. D. Walmsley
Sampling Theory, Distribution Functions, and the Multivariate Normal Distribution; P.J. Gemperline and J.H. Kalivas
Principal Component Analysis; P.J. Gemperline
Calibration; J.H. Kalivas and P.J. Gemperline
Robust Calibration; M. Hubert
Kinetic Modeling of Multivariate Measurements with Nonlinear Regression; M. Maeder and Yorck-Michael Neuhold
Response-Surface Modeling and Experimental Design; K. Stoyanov and A.D. Walmsley
Classification and Pattern Recognition; B.K. Lavine and C.E. Davidson
Signal Processing and Digital Filtering; S.D. Brown
Multivariate Curve Resolution; R. Tauler and A. de Juan
Three-Way Calibration with Hyphenated Data; K.S. Booksh
Future Trends in Chemometrics; P.J. Gemperline

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