Casual Inference

Fairness in Machine Learning with Sherri Rose | Episode 03


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Ellie Murray and Lucy D'Agostino McGowan chat with Sherri Rose from the Department of Health Care Policy at Harvard Medical School.

Here are some links to the content we talk about in this episode:

๐Ÿ“„ Paper by Anna Zink and Sherri Rose: Fair Regression for Health Care Spending
๐Ÿ“„ The Blessing of Multiple Causes
๐Ÿ“„ ย Dissecting racial bias in an algorithm used to manage the health of populations
๐Ÿ“š Sherri's books on targeted learning
๐Ÿ”— Sherri's website: drsherrirose.org
๐Ÿ”— Data for Black lives: d4bl.org
๐Ÿ‘ What we're is enjoying this week: baby Yoda
๐Ÿ“ฐ Our local news: American Journal of Epidemiology article: a machine learning primer for epidemiologists

PeDAGogy segment:

In this weeks segment, Ellie describes a collider!

Follow along on Twitter:

  • The American Journal of Epidemiology:ย @AmJEpi
  • Ellie:ย @EpiEllie
  • Lucy:ย @LucyStats
  • Sherri: @sherrirose

๐ŸŽถ Our intro/outro music is courtesy ofย Joseph McDade.
๐Ÿ‘ฉโ€๐ŸŽจย Our artwork is by Allison Horst.

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Casual InferenceBy Lucy D'Agostino McGowan and Ellie Murray

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