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Chemometrics with R

Multivariate Data Analysis in the Natural Sciences and Life Sciences

(Autor)

Buch | Softcover
XIV, 286 Seiten
2011 | 2011
Springer Berlin (Verlag)
978-3-642-17840-5 (ISBN)
CHF 139,95 inkl. MwSt
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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 other aspects of chemometrics; and supplies the relevant R code.
"Chemometrics with R" 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. For researchers working in the life sciences, the book can also serve as an easy-to-use primer on R.

Ron Wehrens (1966) obtained a PhD in Chemometrics at the Radboud University Nijmegen, The Netherlands. He was a lecturer in Analytical Chemistry at the University of Twente, and later an associated professor at the Radboud University Nijmegen. Since January 2010, he is group leader in Biostatistics and Data Analysis at the Fondazione Edmund Mach in San Michele all'Adige, Italy.

Introduction.- Part I Preliminaries: Data.- Preprocessing.- Part II Exploratory Analysis: Principal Component Analysis.- Self-Organizing Maps.- Clustering.- Part III Modelling: Classification.- Multivariate Regression.- Part IV Model Inspection: Validation.- Variable Selection.- Part V Applications: Chemometric.- Part VI Appendices: R packages Used in This Book.- References.- Index.

Erscheint lt. Verlag 1.2.2011
Reihe/Serie Use R!
Zusatzinfo XIV, 286 p. 99 illus.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 430 g
Themenwelt Naturwissenschaften Biologie Genetik / Molekularbiologie
Schlagworte Bioinformatics • Chemometrics • Chemometrie • Multivariate Statistics • R (Programmiersprache) • R software
ISBN-10 3-642-17840-5 / 3642178405
ISBN-13 978-3-642-17840-5 / 9783642178405
Zustand Neuware
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