+ Welcome!
mail_outline Email: melody.huang@yale.edu
Twitter: @melodyyhuang
I'm currently an Assistant Professor of Political Science and Statistics & Data Science at Yale. My research broadly focuses on developing robust statistical methods to credibly estimate causal effects under real-world complications.
Before this, I was a Postdoctoral Fellow at Harvard, working with Kosuke Imai. I received my Ph.D. in Statistics at the Unversity of California, Berkeley, where I was fortunate to be advised by Erin Hartman.
Recent News
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My paper with Zhongren Chen on generalizing complier average causal effects is now available on ArXiv (link). | |
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My paper with with Eli Ben-Michael, Matthew McHugh, and Luke Keele on sensitivity analysis for clustered observational studies is now available on ArXiv (link). | |
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My paper with Tiffany Tang and Ana Kenney on estimating interpretable subgroups with causal distillation trees is now available on ArXiv (link). | |
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My paper with Yi Zhang and Kosuke Imai on minimax regret estimation for generalizing heterogeneous treatment effects is now available on ArXiv (link). | |
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My paper on a overlap violations in external validity is forthcoming in the Annals of Applied Statistics. |