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ENTITY Local Covariate Selection for Average Causal Effect Estimation without Pretreatment and Causal Sufficiency Assumptions

Local Covariate Selection for Average Causal Effect Estimation without Pretreatment and Causal Sufficiency Assumptions

PulseAugur coverage of Local Covariate Selection for Average Causal Effect Estimation without Pretreatment and Causal Sufficiency Assumptions — every cluster mentioning Local Covariate Selection for Average Causal Effect Estimation without Pretreatment and Causal Sufficiency Assumptions across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_43548 ·

    New method improves causal effect estimation by bypassing common assumptions

    Researchers have developed a new method for selecting covariates in causal effect estimation that bypasses common assumptions like pretreatment and causal sufficiency. This local learning approach identifies a boundary …