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Automating the Selection of Proxy Variables of Unmeasured Confounders

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Proxy_variable

Automating the Selection of Proxy Variables of Unmeasured Confounders

implementations:

Algorithm 1 Proxy-Rank: Automating the Selection of Proxy Variables of Unmeasured Confounders by Rank Constraints

Algorithm 2 Proxy-GIN: Automating the Selection of Proxy Variables of Unmeasured Confounders by testing GIN condition

Package requirements:

numpy pandas statsmodels scipy kerpy ( https://github.com/oxcsml/kerpy )

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Automating the Selection of Proxy Variables of Unmeasured Confounders

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