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Chemometrics with R [recurso electrónico] : Multivariate Data Analysis in the Natural Sciences and Life Sciences
Ron Wehrens (Author)
"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. scripts, functions and data are available in a separate, publicly available R package.
Libros electrónicos
1 recurso en línea
9783642178412, 9783642178405, 3642178413, 3642178405
1045731796
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.