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Shanshan Luo

2 accepted papers

2024

Automating the Selection of Proxy Variables of Unmeasured Confounders

ICML 2024spotlight

Recently, interest has grown in the use of proxy variables of unobserved confounding for inferring the causal effect in the presence of unmeasured confounders from observational data. One difficulty inhibiting the practical use is finding valid proxy variables of unobserved confounding to a target c…

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