Chemometrics with R: Multivariate Data Analysis in the Natural Sciences and Life Sciences

作者: Ron Wehrens

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

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