Front cover image for Chemometrics with R : multivariate data analysis in the natural sciences and life sciences

Chemometrics with R : multivariate data analysis in the natural sciences and life sciences

This text 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
eBook, English, ©2011
Springer, Heidelberg, ©2011
1 online resource (xiv, 285 pages) : illustrations
9783642178412, 9783642178405, 9781283086646, 9786613086648, 3642178413, 3642178405, 1283086646, 6613086649
701369525
pt. 1. Preliminaries
pt. 2. Exploratory analysis
pt. 3. Modelling
pt. 4. Model inspection
pt. 5. Applications
pt. 6. Appendices
English