Chemometrics with R is popular PDF and ePub book, written by Ron Wehrens in 2020-08-20, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, Chemometrics with R can be Read Online from any device for your convenience.
Chemometrics with R Book PDF Summary
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). It also includes a special section discussing several more specific topics in the area of chemometrics, such as outlier detection, and biomarker identification. The corresponding R code is provided for all the examples in the book; and scripts, functions and data are available in a separate R package. This second revised edition features not only updates on many of the topics covered, but also several sections of new material (e.g., on handling missing values in PCA, multivariate process monitoring and batch correction).
Detail Book of Chemometrics with R PDF
- Author : Ron Wehrens
- Release : 20 August 2020
- Publisher : Springer Nature
- ISBN : 9783662620274
- Genre : Medical
- Total Page : 315 pages
- Language : English
- PDF File Size : 21,5 Mb
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