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

• Κύριος συγγραφέας: Wehrens, Ron (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Σειρά: Use R
• Θέματα: Life sciences.; Chemoinformatics.; Bioinformatics.; Computational biology.; Statistics.; Life Sciences.; Computer Applications in Chemistry.; Statistics for Life Sciences, Medicine, Health Sciences.; Computer Appl. in Life Sciences.
• Φυσική περιγραφή: XIV, 286 p. 99 illus. online resource.
• ISBN: 9783642178412

"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.