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Essential Regression: A Hands-On Workshop

August 4 @ 9:00 am - August 8 @ 6:00 pm EDT

An ICPSR Summer Program in Quantitative Methods Topical Workshop

Fundamentals and common pitfalls in regression analysis, whether you’re new to regression or looking for a refresher.

Goals:

  • Learn OLS fundamentals: Build, interpret, and critique simple regression models.
  • Diagnose common pitfalls: Spot and address issues like omitted variables, outliers, and heteroskedasticity.
  • Gain practical R skills: Clean data, run models, and present results in clear, non-technical language.

Learning Outcomes:

  • How to specify and interpret OLS regression models that align with a causal perspective.
  • How to identify and address common data issues like outliers, heteroskedasticity, and omitted variables.
  • How to clean and analyze datasets in R, from loading files to producing polished outputs.
  • How to communicate results clearly, with visuals and language accessible to non-technical audiences.

 

New this year: an early payment discount on all Topical Workshops! Pay your registration fee in full by March 31 and save.

Details

Start:
August 4 @ 9:00 am EDT
End:
August 8 @ 6:00 pm EDT
Website:
https://web.cvent.com/event/ab4981a1-0309-42dc-aa29-4ea347e1f24b/websitePage:17e8f24b-550c-4a09-a091-06ccd6f667d5

Venue

Virtual

Organizer

Institute for Social Research, University of Michigan
View Organizer Website

Questions? E-mail us.