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Web Workshop:
Multivariate Data Analysis

This workshop is designed to give you a strong foundation in the basics of Multivariate Data Analysis and its applications. On this course you will learn how to pre-process your data and how to interpret the Principal Components Analysis (PCA) and Partial Least Squares (PLS) loadings.

Prices
  Industry
$699* / participant
     
  Research
$399* / participant
     
  University
$350* / participant
   
  *Local taxes may apply
 
   
TBA
day 1

  • Overview to Multivariate Data Analysis (MVA)
  • Data handling (import, statistics, plotting etc)
  • Principal Component Analysis
  • Outlier detection
  • Exercise in PCA
   
 
TBA
1 Hour
Homework review (OPTIONAL)
  11:00 AM - 12:00 PM
   
 
   
TBA
day 2

  • Regression modeling
  • Validation in Multivariate Analysis
  • Transformations and preprocessing
  • Exercise using PLS
  • Conclusion
   
 
TBA
1 Hour
Homework review (OPTIONAL)
  11:00 AM - 12:00 PM
   
 
 
We offer additional web-based training courses depending on demand. For more information on any of the courses below or to suggest a new course please email us
 
Introduction to Design of Experiments
  • Screening Designs
  • Optimization Designs
  • Mixture Designs
  • D-Optimal Designs
Classification methods
  • Introduction
  • SIMCA classification
  • PLS-DA classification
  • Classification comparison
 
MVA for Sensory
  • Evaluation of panel performance
  • Preference mapping
  • L-PLS
  • Clustering and classification
  •  
From The Unscrambler® 9.8 to
The Unscrambler® X

  • Matrix structure and Matrix calculator
  • DoE module and analysis
  • Pre-treatment preview
  • Export of models
 
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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