Große Auswahl an günstigen Büchern
Schnelle Lieferung per Post und DHL

Chemometrics with R

- Multivariate Data Analysis in the Natural and Life Sciences

enthalten in Use R!-Reihe

Über Chemometrics with R

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).

Mehr anzeigen
  • Sprache:
  • Englisch
  • ISBN:
  • 9783662620267
  • Einband:
  • Taschenbuch
  • Seitenzahl:
  • 308
  • Veröffentlicht:
  • 21. August 2020
  • Ausgabe:
  • 22020
  • Abmessungen:
  • 233x154x25 mm.
  • Gewicht:
  • 510 g.
  Versandkostenfrei
  Versandfertig in 1-2 Wochen.
Verlängerte Rückgabefrist bis 31. Januar 2025
  •  

    Keine Lieferung vor Weihnachten möglich.
    Kaufen Sie jetzt und drucken Sie einen Gutschein aus

Beschreibung von Chemometrics with R

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).

Kund*innenbewertungen von Chemometrics with R



Ähnliche Bücher finden
Das Buch Chemometrics with R ist in den folgenden Kategorien erhältlich:

Willkommen bei den Tales Buchfreunden und -freundinnen

Jetzt zum Newsletter anmelden und tolle Angebote und Anregungen für Ihre nächste Lektüre erhalten.