10-02 Lean Six Sigma Multiple Regression Logistic Regression

In the analyze phase of the lean Six Sigma DMAIC process improvement roadmap hypothesis test are used to test for significance. When an output is continuous and more than one input is continuous, a multiple regression model can be used to assess whether the input factor significantly affects the response. If a relationship is thought to exist, this information can provide insight to where improvement efforts should focus to make a positive impact on a process. Similarly this video discusses the application of binary logistic regression, nominal logistic regression, and ordinal logistic regression. This “Lean Six Sigma Multiple Regression Logistic Regression” session is a video component of an overall guide that instructors can use at no cost to conduct lean Six Sigma and/or operational excellence training.