Chemometrics with R [recurso electrónico] : Multivariate Data Analysis in the Natural Sciences and Life Sciences. (eBook, 2011) [WorldCat.org]
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Chemometrics with R [recurso electrónico] : Multivariate Data Analysis in the Natural Sciences and Life Sciences.

Author: Ron Wehrens
Publisher: Alemania : Springer Berlin Heidelberg, 2011.
Series: Use R
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

"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,  Read more...

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Genre/Form: Libros electrónicos
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ron Wehrens
ISBN: 9783642178412 3642178413 9783642178405 3642178405
OCLC Number: 1045731796
Description: 1 recurso en línea
Contents: 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.
Series Title: Use R

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