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Casual Inference

Casual Inference

By: Lucy D’Agostino McGowan and Ellie Murray
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Keep it casual with the Casual Inference podcast. Your hosts Lucy D’Agostino McGowan and Ellie Murray talk all things epidemiology, statistics, data science, causal inference, and public health. In partnership with the American Journal of Epidemiology.2021 Mathematics Science
Episodes
  • Study Critique: What Went Wrong and How We'd Do It Differently | Season 6 Episode 5
    May 8 2025

    In this episode Lucy and Ellie dig into a recently publicized paper, "Vaccination and Neurodevelopmental Disorders: A Study of Nine-Year-Old Children Enrolled in Medicaid", which has gained attention after being promoted by RFK Jr. as evidence that vaccines cause autism.

    Ellie breaks down her Substack critique of the study. Together, she and Lucy discuss the methodological flaws and what a better version of this study might look like.

    • Vaccination and Neurodevelopmental Disorders: A Study of Nine-Year-Old Children Enrolled in Medicaid: https://publichealthpolicyjournal.com/vaccination-and-neurodevelopmental-disorders-a-study-of-nine-year-old-children-enrolled-in-medicaid/
    • RFK Jr is promoting a new study claiming "vaccines cause autism" but it doesn't add up. Literally [Ellie's substack]: https://epiellie.substack.com/p/rfk-jr-is-promoting-a-new-study-claiming

    Follow along on Bluesky:

    • Ellie: @epiellie.bsky.social
    • Lucy: @lucystats.bsky.social

    🎶 Our intro/outro music is courtesy of Joseph McDade. Edited by Cameron Bopp.

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    55 mins
  • From Model to Meaning with Vincent Arel-Bundock | Season 6 Episode 4
    Apr 24 2025
    Vincent Arel-Bundock is a professor at the Université de Montréal, where he studies comparative and international political economy.
    • Vincent's website: https://arelbundock.com/
    • Vincent's book "Model to Meaning: How to Interpret Statistical Models With marginaleffects for R and Python": https://marginaleffects.com/
    Follow along on Bluesky:
    • Vincent: @vincentab.bsky.social
    • Ellie: @epiellie.bsky.social
    • Lucy: @lucystats.bsky.social
    🎶 Our intro/outro music is courtesy of Joseph McDade. Edited by Cameron Bopp.
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    45 mins
  • Propensity Scores, R Packages, and Practical Advice with Noah Greifer | Season 6 Episode 3
    Apr 10 2025

    Noah Greifer is a statistical consultant and programmer at Harvard University.

    Episode notes:

    • WeightIt package: https://ngreifer.github.io/WeightIt/
    • MatchIt package: https://kosukeimai.github.io/MatchIt/
    • Noah's awesome Stack Exchange post: https://stats.stackexchange.com/a/544958

    Follow along on Bluesky:

    • Noah: @noahgreifer.bsky.social
    • Ellie: @EpiEllie.bsky.social
    • Lucy: @LucyStats.bsky.social

    🎶 Our intro/outro music is courtesy of Joseph McDade. Edited by Cameron Bopp.

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    1 hr and 22 mins

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