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Casual Inference

von Lucy D'Agostino McGowan and Ellie Murray

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  1. Thinking About Schools Reopening From a Causal Perspective with Emily Oster | Episode 17

    Ellie Murray and Lucy D'Agostino McGowan talk about the causal questions linked to schools opening during the COVID-19 pandemic. Then they have Dr. Emily Oster, professor of economics at Brown University, on to discuss her thoughts on and c

  2. An Ode to Generalized Linear Models | Episode 16

    Ellie Murray and Lucy D'Agostino McGowan casually discuss linear versus logistic regression, prediction versus inference, generalized linear models, and more! 📄Robin Gomila's paper: "Logistic or linear? Estimating causal effects on experim

  3. Methodological Advances in Causal Inference with Betsy Ogburn | Episode 15

    Ellie Murray and Lucy D'Agostino McGowan discuss methodological advancement in causal inference with Dr. Elizabeth Ogburn from Johns Hopkins Bloomberg School of Public Health. 📄 Wang & Blei's The Blessings of Multiple Causes paper 🦠 COVID

  4. Casual Inference Live from SER | Episode 14

    Ellie Murray and Lucy D'Agostino McGowan are live for Society for Epidemiologic Research (SER) week! Follow along on Twitter: • The American Journal of Epidemiology: @AmJEpi • Ellie: @EpiEllie • Lucy: @LucyStats 🎶 Our intro/outro music is

  5. Community Engagement, Health Disparities, and Measure Development with Melody Goodman | Episode 13

    Ellie Murray and Lucy D'Agostino McGowan discuss community engagement, health disparities, and measure development with Dr. Melody Goodman from New York University Global School of Public Health. 🐦 Jonathan Jackson's tweet on the importanc

  6. COVID-19, Masks, and Designing Observational Studies | Episode 12

    Ellie Murray and Lucy D'Agostino McGowan chat about coronavirus, the evidence we have about masks, and designing observational studies. Follow along on Twitter: • The American Journal of Epidemiology: @AmJEpi • Ellie: @EpiEllie • Lucy: @Luc

  7. Getting Bayesian with Frank Harrell | Episode 11

    Ellie Murray and Lucy D'Agostino McGowan discuss Bayesian statistics, model validation, and more, with special guest Dr. Frank Harrell from the Department of Biostatistics at Vanderbilt University. 🤷‍♀️What does it mean to be Bayesian? 🤷‍

  8. Coronavirus Conversations 2 | Episode 10

    Ellie Murray and Lucy D'Agostino McGowan discuss coronavirus a bit more, focusing on mask wearing, data quality, disease modeling, and more! 📈 IHME COVID-19 projections 😷 A quick DIY cloth mask how-to 😷 Ellie's TikTok on safe mask remova

  9. Coronavirus Conversations | Episode 09

    Ellie Murray and Lucy D'Agostino McGowan discuss coronavirus with an added segment discussing current recommendations for people taking ACE inhibitors or ARBS with Andrew South from Wake Forest School of Medicine. 👏Wash your hands to Splas

  10. Causal inference for data science with Sean Taylor | Episode 08

    Ellie Murray and Lucy D'Agostino McGowan chat with Sean Taylor from Lyft. Here are some links to the content we talk about in this episode: 📝 Sean's Science paper 📦 Prophet R package 📝 Book on time-varying exposures 📝 Lyft engineering b

  11. Asking harder causal questions with Whitney Robinson | Episode 07

    Ellie Murray and Lucy D'Agostino McGowan chat with Whitney Robinson from the Departments of Epidemiology at University of North Carolina Gillings School of Global Public Health Here are some links to the content we talk about in this episod

  12. Internal and External Validity with Elizabeth Stuart | Episode 06

    Ellie Murray and Lucy D'Agostino McGowan chat with Elizabeth Stuart from the Departments of Mental Health, Biostatistics, and Health Policy and Management at the Johns Hopkins Bloomberg School of Public Health. Here are some links to the co

  13. Science Communication with Gideon Meyerowitz-Katz | Episode 05

    Ellie Murray and Lucy D'Agostino McGowan chat with Gideon Meyerowitz-Katz, an epidemiologist studying at the University of Wollongong and a science communication writer for the Guardian, Observer, and more! Here are some links to the conten

  14. Quantitative Bias Analysis with Matt Fox | Episode 04

    Ellie Murray and Lucy D'Agostino McGowan chat with Matt Fox from the Departments of Epidemiology and Global Health at Boston University. Here are some links to the content we talk about in this episode: 📄 Paper discussing a null associatio

  15. Fairness in Machine Learning with Sherri Rose | Episode 03

    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: 📄 Paper by Anna Zink and Sherri Rose: Fai

  16. Socializing about Social Epidemiology with Onyebuchi Arah | Episode 02

    Ellie Murray and Lucy D'Agostino McGowan chat with Onyebuchi Arah from the Department of Epidemiology and UCLA Fielding School of Public Health about Social Epidemiology. Here are some links to the content we talk about in this episode: 📄

  17. Talking Target Trials with Miguel Hernan | Episode 01

    Ellie Murray and Lucy D'Agostino McGowan try to keep it casual in the first episode of the new Casual Inference podcast. Episode 1 features special guest Miguel Hernan from Harvard TH Chan School of Public Health. Listen to learn how to imp

  18. Keeping it casual: the pilot | Episode 00

    Ellie Murray and Lucy D'Agostino McGowan try to keep it casual in this quick teaser to introduce you to the types of things the Casual Inference podcast will include. Follow along on Twitter: • The American Journal of Epidemiology: @AmJEpi

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