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Regression Modeling in Practice

course code : rmp 001

course hours : 20 hours

PREREQUISITE : N/A

Course Description

This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables do not present a clear linear relationship.

Learning Outcomes

By the end of the course, the participant will be able to:

  • The multiple predictors of your outcome and be able to identify confounding variables, which can tell a more compelling story about your results.
  • The assumptions underlying regression analysis, how to interpret regression coefficients, and how to use regression diagnostic plots and other tools to evaluate the quality of your regression model.

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