An Ode to Generalized Linear Models | Episode 16
10/02/20 • 45 min
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 experimental treatments on binary outcomes using regression analysis"
🐦 Robin's twitter thread about the paper
Follow along on Twitter:
- The American Journal of Epidemiology: @AmJEpi
- Ellie: @EpiEllie
- Lucy: @LucyStats
🎶 Our intro/outro music is courtesy of Joseph McDade.
👩🎨 Our artwork is by Allison Horst.
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 experimental treatments on binary outcomes using regression analysis"
🐦 Robin's twitter thread about the paper
Follow along on Twitter:
- The American Journal of Epidemiology: @AmJEpi
- Ellie: @EpiEllie
- Lucy: @LucyStats
🎶 Our intro/outro music is courtesy of Joseph McDade.
👩🎨 Our artwork is by Allison Horst.
Previous Episode
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-19 Collaboration Platform
📈 COVID-19 Meta-dashboard of dashboards
Follow along on Twitter:
- The American Journal of Epidemiology: @AmJEpi
- Ellie: @EpiEllie
- Lucy: @LucyStats
- Betsy: @BetsyOgburn
🎶 Our intro/outro music is courtesy of Joseph McDade.
👩🎨 Our artwork is by Allison Horst.
Next Episode
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 contributions to this area.
📄 Emily's Atlantic Piece Schools aren't super-spreader events
📊 COVID-19 School Response Dashboard
Follow along on Twitter:
- The American Journal of Epidemiology: @AmJEpi
- Emily: @profemilyoster
- Ellie: @EpiEllie
- Lucy: @LucyStats
🎶 Our intro/outro music is courtesy of Joseph McDade.
👩🎨 Our artwork is by Allison Horst.
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