Ebook: Chemometrics with R multivariate data analysis in the natural sciences and life sciences
Author: Wehrens Ron
- Tags: Chemometrics, Computer Appl. in Life Sciences, Computer Applications in Chemistry, Life Sciences, R (Computer program language), SCIENCE--Chemistry--Analytic, Statistics for Life Sciences Medicine Health Sciences, Electronic books, SCIENCE -- Chemistry -- Analytic
- Series: Use R!
- Year: 2011
- Publisher: Springer
- City: New York;Heidelberg
- Language: English
- pdf
pt. 1. Preliminaries -- pt. 2. Exploratory analysis -- pt. 3. Modelling -- pt. 4. Model inspection -- pt. 5. Applications -- pt. 6. Appendices.;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.
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