Advanced Statistical Techniques Training

Delegates must already hold a Lean Six Sigma Black Belt certification

As a result of attending this course delegates will be able to:

• Build on the fundamentals of control charts, understand when it is appropriate to apply more specialised control charts for specific situations
• Build on the fundamentals of regression analysis, apply analysis techniques for attribute response variables and screening of multiple factors
• Apply techniques to analyse highly skewed data
• Apply techniques to analyse seasonal data
• Build on the fundamentals of Design of Experiments (DoE) and apply fractional factorial DoE and Surface Response Methods

• Additional control charts –
  • Short run SPC
  • Control charts for processes with trends
  • Control charts for rare events
• Regression modelling with attributes data
• Screening predictor variables using Stepwise Regression
• Dealing with difficult data -
  • Comparing counts with different areas of opportunity
  • Aggregate data with different sources of variation
  • Highly skewed data
  • Seasonality
• Design of experiments
  • Fractional factorial
  • Response Surface Method
  • Central Composite Design