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Regression Modeling in Practice

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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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