Sufficient dimension reduction for average causal effect estimation |
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Authors: | Cheng Debo Li Jiuyong Liu Lin Le Thuc Duy Liu Jixue Yu Kui |
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Abstract: | Data Mining and Knowledge Discovery - A large number of covariates can have a negative impact on the quality of causal effect estimation since confounding adjustment becomes unreliable when the... |
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