CAMO Software

Classroom Training

For Beginners

Multivariate Data Analysis I

  • The world is multivariate - Introduction to multivariate data modeling
  • When are multivariate methods useful?
  • Principles and applications of PCA, MLR, PCR...

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Experimental Design (DoE)

  • Introduction to experimental design
  • Questions experimental design can answer
  • Classical experimental strategies / Why is experimental design useful?

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Multivariate Analysis of Sensory Data

  • Univariate statistics
  • Experimental setup
  • Evaluation of panel data
  • Principal Component Analysis (PCA)
  • Varimax rotation
  • Preference mapping

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For Advanced Users

Multivariate Data Analysis II

  • Data preprocessing
  • PCA
  • Multivariate regression
  • Prediction
  • Classification (SIMCA and PLS-DA)
  • Multivariate Curve Resolution (MCR)

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Multivariate Analysis Of Spectroscopic Data

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Process modelling and optimisation

Design of experiments
  • Efficient data collection
  • Screening designs
  • Optimization designs
  • Evolutionary Operation (EVOP) design

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After the course I cannot stop using the Unscrambler, I'm loving it and I am getting much better results than I used to! Thanks for that!
Roberta De Bei
Post Doctoral Fellow
School of Agriculture,
Food and Wine
The University of Adelaide,
Waite Campus
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