Six Sigma Black Belt Level Regression Analysis


Get ready for ASQ & IASSC Six Sigma Black Belt Certification BoK Topic | Get a Primer on Predictive Modeling

What you will learn

Build Predictive Models based on Multiple Linear and Logistic Regression

Analyze and Interpret results of Regression Models


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English
language

Content

Introduction

Introduction
Scatter Diagram
Applying Scatter Diagram
Correlation Coefficient
Introduction to Linear & Multiple Regression

Regression in Detail

Line of Best Fit
Regression in Minitab
Fits & Residuals
Partial Correlation
Importance of Rsq
Confidence Band and Prediction Band
Multiple Linear Regression
Multi-collinearity
Best Subsets
Logistic Regression Intro
Performing Logistic Regression

Concluding Lectures & Practice Files

Correlation & Regression Practice Files
Preparation Tips for Six Sigma Certifications
GB & BB Curricula
Bonus Lecture : Next Steps
Bonus Lecture : Details of our courses