4.0 Six Sigma

Introduction to Logistic Regression (S022)


Description
This course provides an introduction to Binary, Nominal and Ordinal Logistic Regression techniques. Course topics include;

- Introduction to logistic regression
- Logistic Regression Techniques
- Binary data
- Nominal data
- Ordinal data
- Interpreting the results
- Odds ratio
- Maximum Likelihood
- Goodness of fit
- Measures of association

Estimated effort: 2 hours

BEFORE YOU START THE COURSE: Download the files listed on this page (see below). They can also be downloaded at any time during the training from he files TAB located top right of the training screen. You may wish to print the "Presentation Workbook" which is in a 3-slide per page format with sections for taking notes. You may be prompted at various times during the presentation to pause the recording and complete a brief assignment or answer questions. There is also a resource page that contains links to other sites and tools that will be referenced during your training.

COURSE ELEMENTS: Your course includes a main presentation (video), supplemental articles and, if applicable, links to supplemental recommended resources. Note: Your course test is only based on the content provided in the main presentation (video).
Content
  • RPM-S022-Introduction to Logistic Regression.wmv
  • Logistic Regression - StatQuest with Josh Starmer
  • Binary Logistic Regression using SigmaXL
  • Ordinal Logistic Regression using SigmaXL
  • Quick Quiz-S022
Completion rules
  • All units must be completed