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Factor Analysis in Chemistry Book

Factor Analysis in Chemistry
Factor Analysis in Chemistry, , Factor Analysis in Chemistry has a rating of 5 stars
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  • Factor Analysis in Chemistry
  • Written by author Edmund R. Malinowski
  • Published by Krieger Publishing Company, February 1989
  • Factor analysis is a mathematical tool for examining a wide range of data sets, with applications especially important to the design of experiments (DOE), spectroscopy, chromatography, and chemometrics. Whereas the first two editions concentrated on stand
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Book Categories

Authors

Preface
Preface to the Second Edition
Preface to the First Edition
Historical Perspective of the Author
Prologue
1Introduction1
2Main Steps11
3Mathematical Formulation of Target Factor Analysis28
4Effects of Experimental Error on Target Factor Analysis73
5Numerical Examples of Target Factor Analysis133
6Evolutionary Methods151
7Multimode Factor Analysis197
8Partial Least-Squares Regression223
9Component Analysis255
10Nuclear Magnetic Resonance295
11Chromatography311
12Additional Applications335
App. APseudoinverse382
App. BToolbox for Chemical Factor Analysis384
App. CMATLAB programs387
Bibliography393
Author Index397
Subject Index405


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