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

Springer Nature B.V. · 2020-08-27

This book offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (classification, regression) and validation (including variable selection).