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Izzie Fulcher
@isabelfulcher
♥️ statistics + repro health 👩💻 vp of data sci @DelfinaCare ⬅️ former @harvard_data fellow, @harvardbiostats phd
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Aug 20, 2020
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9 tweets
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4 min read
Out today is our paper on estimating causal effects on a network! This was joint work with twitterless Eric Tchetgen Tchetgen and Ilya Shpitser.
This project occupied a significant portion of my PhD… and about 10% of my life… so enjoy!
tandfonline.com/doi/full/10.10…
1/n
We wanted a method to estimate causal effects in complex settings:
- The outcome of one person (1) is influenced by others’ outcomes (2) depends on others’ exposures
- Persons cannot be divided into distinct clusters (“network hairball”)
- The exposure is not randomized
2/n