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Chemometrics with R : multivariate data analysis in the natural sciences and life sciences

Author: Ron Wehrens
Publisher: Heidelberg ; New York : Springer, ©2011.
Series: Use R.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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,  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Wehrens, Ron.
Chemometrics with R.
Heidelberg ; New York : Springer, ©2011
(OCoLC)701799261
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ron Wehrens
ISBN: 9783642178412 3642178413 3642178405 9783642178405
OCLC Number: 701369525
Description: 1 online resource (xiv, 285 pages) : illustrations.
Contents: pt. 1. Preliminaries --
pt. 2. Exploratory analysis --
pt. 3. Modelling --
pt. 4. Model inspection --
pt. 5. Applications --
pt. 6. Appendices.
Series Title: Use R.
Responsibility: Ron Wehrens.

Abstract:

This accessible primer on multivariate statistics in the life sciences gives a full description of the general data analysis paradigm, from exploratory analysis to modeling to validation; covers  Read more...

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