Chemometrics : a textbook

Chemometrics : a textbook / D.L. Massart ... [et al.].

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Bibliographic Details
Other Authors: Massart, Desiré L. (Desiré Luc), 1941-
Format: Book
Language:English
Published: Amsterdam ; New York : New York, NY, U.S.A. : Elsevier ; Distributors for the U.S. and Canada, Elsevier Science Pub. Co., 1988
Series:Data handling in science and technology ; v. 2.
Subjects:
Chemometrics.
Online Access:Publisher description
Table of Contents:
  • Chemometrics and the analytical process
  • Precision and accuracy
  • Evaluation of precision and accuracy. Comparison of two procedures
  • Evaluation of sources of variation in data. Analysis of variance
  • Calibration
  • Reliability and drift
  • Sensitivity and limit of detection
  • Selectivity and specificity
  • Information
  • Costs
  • The time constant
  • Signals and data
  • Regression methods
  • Correlation methods
  • Signal processing
  • Response surfaces and models
  • Exploration of response surfaces
  • Optimization of analytical chemical methods
  • Optimization of chromatographic methods
  • The multivariate approach
  • Principal components and factor analysis
  • Clustering techniques
  • Supervised pattern recognition
  • Decisions in the analytical laboratory
  • Operations research
  • Decision making
  • Process control.

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