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stephenpfohl.bsky.social
Stephen Pfohl
@stephenpfohl.bsky.social
780 followers 1.2K following 2 posts
Research scientist at Google. Previously Stanford Biomedical Informatics. Researching #fairness #equity #robustness #transparency #causality #healthcare
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Reposted by Stephen Pfohl
dingdingpeng.the100.ci
Julia M. Rohrer @dingdingpeng.the100.ci · Feb 26
Causal inference iceberg!
What's missing?
Ice berg meme template. From top to bottom: Correlation does not imply causation Third variable adjustment Just run an experiment Confounding Collider bias Selective mortality Observational longitudinal data Mediation analysis is messed up Posttreatment bias in experiments Generalization as a causal inference problem Missing data as a causal inference problem Measurement as a causal inference problem Causal foundations of applied probability and statistics
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stephenpfohl.bsky.social
Stephen Pfohl @stephenpfohl.bsky.social · Dec 20
This is (unfortunately) the required style for Nature journals
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stephenpfohl.bsky.social
Stephen Pfohl @stephenpfohl.bsky.social · Dec 18
Check out our new paper "Tackling Algorithmic Bias and Promoting Transparency in Health Datasets: The STANDING Together Consensus Recommendations" jointly published in NEJM AI and The Lancet Digital Health, led by @jaldmn.bsky.social @xiaoliu.bsky.social
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