Regression Modeling in Practice

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.


Course Objectives:

  • To examine multiple predictors of your outcome and be able to identify confounding variables, which can tell a more compelling story about your results. You will learn 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.


Recommended Background

  • Recommended for individuals currently working as a business data analyst or for individuals working towards developing a practical industry oriented knowledge of the same.
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Course ID

CA105

Skill Focus

Smart Technology

Instructor(s)

Wesleyan University

Employee Type

New Applicants, Leadership, Change leaders

Method of Delivery

Digital

Estimated Effort

15 hrs

Cost

$ 49/month


Can audit for free (no certification); Full Financial Aid Available for Certification