---

＜電子ブック＞
Chemometrics with R : Multivariate Data Analysis in the Natural Sciences and Life Sciences / by Ron Wehrens
(Use R!. ISSN:21975744)

版	1st ed. 2011.
出版者	(Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer)
出版年	2011
本文言語	英語
大きさ	XIV, 286 p. 99 illus : online resource
著者標目	*Wehrens, Ron author SpringerLink (Online service)
件　名	LCSH:Bioinformatics LCSH:Chemistry -- Data processing  全ての件名で検索 LCSH:Biometry FREE:Bioinformatics FREE:Computational Chemistry FREE:Biostatistics FREE:Computational and Systems Biology
一般注記	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 "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 HTTP:URL=https://doi.org/10.1007/978-3-642-17841-2

 類似資料