Thinking about Targeted Learning | Season 4 Episode 9

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Thinking about Targeted Learning | Season 4 Episode 9

FromCasual Inference

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Length:

46 minutes

Released:

Apr 11, 2023

Format:

Podcast episode

Description

Lucy D'Agostino McGowan and Ellie Murray chat about ENAR 2023 and Targeted Learning! Targeted Learning in R Handbook Follow along on Twitter: The American Journal of Epidemiology: @AmJEpi Ellie: @EpiEllie Lucy: @LucyStats ? Our intro/outro music is courtesy of Joseph McDade Edited by Quinn Rose: aspiringrobot.com

Released:

Apr 11, 2023

Format:

Podcast episode

Titles in the series (56)

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. Sponsored by the American Journal of Epidemiology.

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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: Ellie: Lucy:... by Casual Inference
8 min listen
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! ? ? ? ? ?‍♀️ Follow along on Twitter: The American Journal of Epidemiology: ... by Casual Inference
57 min listen
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 episode: ?... by Casual Inference
80 min listen
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: ? ? ... by Casual Inference
58 min listen
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 improve your... by Casual Inference
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81 min listen
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 Splash... by Casual Inference
71 min listen
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 paper ? ? Follow along on Twitter: The... by Casual Inference
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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: ? ? ? ? ? Sherri's website:... by Casual Inference
69 min listen
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 content... by Casual Inference
98 min listen
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?... by Casual Inference
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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 ? Goodman's paper ?... by Casual Inference
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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 content we talk... by Casual Inference
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Health Policy with Julia Raifman | Season 2 Episode 4: In this episode Ellie Murray and Lucy D’Agostino McGowan chat with Julia Raifman about health policy, a recent study on unemployment insurance and food insecurity, and anti racism in academia. Dr. Raifman is an assistant professor of Health Law,... by Casual Inference
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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 ? Prophet ? Book on ? Lyft engineering ? Hormone replacement... by Casual Inference
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Happy Anniversary to Us! | Season 2 Episode 1: Ellie Murray and Lucy D'Agostino McGowan chat about ecological studies, the new Pfizer vaccine interim analysis, and more! ? (h/t ) ? ? ? PeDAGogy Here is the DAG from our peDAGogy segment: Follow along on Twitter: The American... by Casual Inference
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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: Ellie: Lucy: ? Our intro/outro music is courtesy of .... by Casual Inference
51 min listen
Celebrating 100 years with a look forwards and back with the D'Agostinos | Season 2 Episode 3: In this episode Ellie Murray and Lucy D’Agostino McGowan chat with Ralph D’Agostino Sr. and Ralph D’Agostino Jr. about their careers in statistics, looking back at how things have developed and forward at where they see the world of statistics... by Casual Inference
63 min listen
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... by Casual Inference
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Our Michael Jordan Episode | Season 2 Episode 5: In this 23rd episode of Casual Inference Ellie Murray and Lucy D'Agostino McGowan chat about fixed vs random effect, complete a statistics challenge, and talk about DAGs. ? about fixed vs random effects terminology ? ? PeDAGogy Here are... by Casual Inference
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The Most Ambitious Crossover | Season 2 Episode 2: In honor of the Society for Epidemiologic Research 2020 Meeting, the hosts of four epidemiology podcasts came together to record the first ever “crossover event” to talk about their experiences recording our shows and what podcasting can bring to... by Casual Inference
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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: Ellie: Lucy: ? Our... by Casual Inference
35 min listen
Asking questions that matter, getting answers that help | Season 3 Episode 7: EpiEllie at the University of Minnesota by Casual Inference
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Why Everyone is Excited About Causal Inference These Days with Roger Peng | Episode 18: Ellie Murray and Lucy D'Agostino McGowan chat about communicating uncertainty, how air pollution policy is determined, and whether causal inference is a fad with Dr. Roger Peng from Johns Hopkins Bloomberg School of Public Health. Follow along on... by Casual Inference
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A Casual Look at Causal Inference History | Season 3 Episode 6: In this episode Lucy D'Agostino McGowan and Ellie Murray chat about the history of causal inference, tracing the origins across disciplines from statistics to economics, epidemiology, and computer science, discussing contributions from Rubin, Robins,... by Casual Inference
72 min listen
Coronavirus Rapid Tests Sensitivity, Specificity, Messaging, and Use Cases | Season 3 Episode 1: In this episode Ellie Murray and Lucy D’Agostino McGowan do a series recap and then discuss sensitivity, specificity, and appropriate messaging in the context of coronavirus rapid tests. ? ? ? ? ? In the (Local) News ? Follow... by Casual Inference
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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: ? Follow along on Twitter: The American Journal of... by Casual Inference
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Causal Inference and Network Science for Public Health with Ashley Buchanan | Season 3 Episode 2: In this episode Lucy D'Agostino McGowan and Ellie Murray chat with Ashley Buchanan about causal inference with a focus on networks. Dr. Buchanan is an assistant professor of Biostatistics in the Department of Pharmacy Practice at the University of... by Casual Inference
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Artificial Intelligence, Personalized Medicine, and Causal Bounds with Judea Pearl | Season 3 Episode 9: In this episode Lucy D'Agostino McGowan and Ellie Murray chat with , Chancellor professor of computer science and statistics at the University of California, Los Angeles. ? ? Follow along on Twitter: Judea: The American Journal of... by Casual Inference
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Solving Optimization Problems in Healthcare and Disney Theme Parks with Len Testa | Season 3 Episode 3: In this episode Lucy D'Agostino McGowan and Ellie Murray chat with Len Testa, president of , about solving optimization problems in travel and healthcare. ? Len's slide on model choices: Follow along on Twitter: Len: The American Journal of... by Casual Inference
58 min listen

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Thinking about Targeted Learning | Season 4 Episode 9

Thinking about Targeted Learning | Season 4 Episode 9

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Titles in the series (56)

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