See description of materials for these turn-key Lean Six Sigma Instructor Training materials.
The following 3 topics are included in the Introduction to Regression Analysis Instructor Materials, typically suited for Black Belts; optionally for Green Belts:
ANALYZE: Regression Analysis (37 slides)
Cause & Effect Diagrams.
Correlation, Stratification, Extrapolation
Linear Regression Model
Interpreting the ANOVA Table
Confidence & Prediction Limits.
Overview of Multiple Regression Tools including Designed Experiments
ANALYZE: Multiple Regression (33 slides)
Interpreting ANOVA Tables.
ANALYZE: Transformations (22 slides)
Need for Transformations
Taguchi Signal to Noise Ratios