M301 :: MVA & Calibration Fundamentals :: 3 days

This 3-day workshop provides you with both the understanding and and the hands-on experience of the range of powerful methods and tools to help you to turn large complex multivariate data into informed decisions. The 3 modules (M101, M102, M103) of this workshop may also be taken separately. 

Topics Covered

• Day 1:
  • Pre-processing of data
  • Principal Components Analysis (PCA)
  • Pattern recognition techniques
  • Discern between clusters of samples or outliers, with or without class information
• Day 2:
  • Class separating information
  • Soft Independent Modelling of Class Analogy (SIMCA)
  • PLS-Discriminant Analysis (PLS-DA)
  • Relate two data matrices X and Y
• Day 3:
  • Principal Components Regression (PCR)
  • Partial Least Squares (PLS)
  • Quantitative Structure-Activity Relationships (QSAR)
  • Calibration and Prediction
  • Batch Process Analysis

Software Tools Used

CELLULA-P or SIMCA-P - hands on
   (or your current in-house statistical software package)

Who Should Attend?

Lead Users and Potential Lead Users

Recommended Preparation

None 

When and Where?                              I'm interested, keep me posted  

• Runs according to demand :: £995