00000cmm a22000004a 4500 UP-99796217611212196 Buklod 20230215085534.0 m go j cr |nu|||auu|a 140424s xx d u 9783642178412 (eBook) 3642178413 (eBook) (iLib)UPD-00214608380 DLC DML eng DMLUC QD 75.4 C45 C44 2011eb Wehrens, Ron Chemometrics with R multivariate data analysis in the natural sciences and life sciences [electronic resource] by Ron Wehrens. Berkeley, Calif. Apress 2011. 1 online resource (xiv, 285 p.) ill. Use R 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. IP-based subscription, access limited to within on campus computer network. Access via Electronic Resources of the UPD University Library Website. 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. Electronic reproduction. New York SpringerLink 2011. Available via World Wide Web through SpringerLink. Chemometrics. R (Computer program language). Electronic books. SpringerLink (Online service). Electronic Resource Available for University of the Philippines Diliman via SpringerLink. Click here to access http://link.springer.com/book/10.1007/978-3-642-17841-2 FO Monograph UPD DMLR Electronic Resource