Lean Six Sigma Green Belt 2020

MOOC - Lean Six Sigma Green Belt

Level IV – Creating Capable Processes

The Unit \'Creating Capable Processes\' focuses on reducing variation in a stable process with the objective to create a process capable of meeting customer requirements. This Unit reviews the application of Six Sigma and statistical tools used to assure a valid and reliable performance measurement system, to collect data and to analyze the performance of processes. Six Sigma focuses on quality breakthrough improvement projects. All Level IV Learning Elements and Performance Criteria follow the DMAIC structure.


Correlation and Regression:

The Learning Element ‘Correlation and Regression’ describes the predictive models using regression techniques to determine the relation between factors on a response.

LSSGB.U7.E6.PC1
Calculate and interpret the correlation coefficient. Determine its statistical significance (p-value) and recognize the difference between correlation and causation. Bloom: Apply
LSSGB.U7.E6.PC2
Apply linear regression analysis. Use the regression model for estimation and prediction. Interpret the residual analysis to validate the model. Bloom: Apply