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    Matching uses only covariate balance to reduce bias, not ... — Carmelics
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    Challenges→Matching and protocol-based allocation presuppose a complete causal model, making them epistemically circular when the causal structure is precisely what is under investigation.

    Matching uses only covariate balance to reduce bias, not causal model specification—balance is a distributional property independent of causal claims.

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