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Cubierta del libro
EBOOKS
Autor Wehrens, Ron. author.

Título Chemometrics with R [electronic resource] : Multivariate Data Analysis in the Natural Sciences and Life Sciences / by Ron Wehrens.

Publicación Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Descripción física XIV, 286 p. 99 illus. online resource.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Colección Use R
Use R
Springer eBooks. Mathematics and Statistics
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Contiene: 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.
Resumen: "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.
Materia Life sciences.
Chemoinformatics.
Bioinformatics.
Computational biology.
Statistics.
Life Sciences.
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Bioinformatics.
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Computer Applications in Chemistry.
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Statistics for Life Sciences, Medicine, Health Sciences.
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Computer Appl. in Life Sciences.
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Autor secundario SpringerLink (Online service)
En Springer eBooks
OTRO SOPORTE Printed edition: 9783642178405
ISBN 9783642178412 978-3-642-17841-2
ISBN/ISSN 10.1007/978-3-642-17841-2 doi