most citedMore robust estimation of sample average treatment effects using Kernel Optimal Matching in an observational study of spine surgical interventions

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stat.ME2018★ 8 cited

More robust estimation of sample average treatment effects using Kernel Optimal Matching in an observational study of spine surgical interventions

Nathan Kallus, Brenton Pennicooke, Michele Santacatterina

Inverse probability of treatment weighting (IPTW), which has been used to estimate sample average treatment effects (SATE) using observational data, tenuously relies on the positiv…