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Chemometrics with R

- Multivariate Data Analysis in the Natural and Life Sciences
Af: Ron Wehrens Engelsk Paperback

Chemometrics with R

- Multivariate Data Analysis in the Natural and Life Sciences
Af: Ron Wehrens Engelsk Paperback
Tjek vores konkurrenters priser

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).

 

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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).

 

Produktdetaljer
Sprog: Engelsk
Sider: 308
ISBN-13: 9783662620267
Indbinding: Paperback
Udgave:
ISBN-10: 366262026X
Udg. Dato: 21 aug 2020
Længde: 25mm
Bredde: 233mm
Højde: 154mm
Forlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Oplagsdato: 21 aug 2020
Forfatter(e): Ron Wehrens
Forfatter(e) Ron Wehrens


Kategori Sandsynlighedsregning og statistik


ISBN-13 9783662620267


Sprog Engelsk


Indbinding Paperback


Sider 308


Udgave


Længde 25mm


Bredde 233mm


Højde 154mm


Udg. Dato 21 aug 2020


Oplagsdato 21 aug 2020


Forlag Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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