Suggested Readings

Multivariate Data Analysis in Practice 5th Ed. by Prof. Kim Esbensen

The Introducer: Multivariate Data Analysis in Practice 5th Ed. by Prof. Kim Esbensen

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  • Practical applications of multivariate techniques such as PCA, PCR, and PLS
  • Non-mathematical approach - ideal for analysts with little or no background in statistics
  • Step by step introduction of new concepts and techniques that promotes ease of learning
  • Theory supported by practical hands-on exercises based on real-world data
  • Includes a full working training copy of The Unscrambler® (for IBM PCs & compatibles)
  • Complete datasets included on CD-ROM

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Multivariate Datenanalyse für die Pharma-, Bio- und Prozessanalytik By Waltraud Kessler

Multivariate Datenanalyse für die Pharma-, Bio- und Prozessanalytik By Waltraud Kessler
  • Explorative Datenanalyse mit Hilfe der Hauptkomponentenanalyse
  • Multivariate Regressionsmethoden wie die MLR, PCR und PLS
  • Methoden der Kalibrierung, Validierung und Vorhersage
  • Datenvorverarbeitung bei Spektren
  • Anwendung und Durchführung multivariater Methoden mit Hilfe des Softwarepakets "The Unscrambler"

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21 CFR Part 11 and Validation
 
Spectroscopy | Sensory | Chemometrics | Multivariate Analysis | Design of Experiments