| Document Type
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BL
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| Record Number
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949789
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| Doc. No
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b704159
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| Main Entry
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Wehrens, Ron.
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| Title & Author
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Chemometrics with R : : multivariate data analysis in the natural sciences and life sciences /\ Ron Wehrens.
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| Publication Statement
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Heidelberg ;New York :: Springer,, ©2011.
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, ©2011
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| Series Statement
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Use R!
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| Page. NO
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1 online resource (xiv, 285 pages) :: illustrations
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| ISBN
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3642178405
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: 3642178413
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: 9783642178405
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: 9783642178412
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9783642178405
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| Bibliographies/Indexes
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Includes bibliographical references (pages 273-281) and index.
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| Contents
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pt. 1. Preliminaries -- pt. 2. Exploratory analysis -- pt. 3. Modelling -- pt. 4. Model inspection -- pt. 5. Applications -- pt. 6. Appendices.
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| Abstract
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This text offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a complete description of the general data analysis paradigm, from exploratory analysis to modeling to validation. Several more specific topics from the area of chemometrics are included in a special section. The corresponding R code is provided for all the examples in the book; scripts, functions and data are available in a separate, publicly available R package.
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| Subject
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Chemometrics.
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R (Computer program language)
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Chemometrics.
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| Subject
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R (Computer program language)
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| Subject
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SCIENCE-- Chemistry-- Analytic.
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| Dewey Classification
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543.01/5195
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| LC Classification
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QD75.4.C45C44 2011
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