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Namely optimal matching with ne balance and sensitivity analysis for uncommon but dramatic responses to treatment. 1. Matching with Fine Balance 1.1. What is ne balance? Fine balance constrains an optimal match to exactly balance the marginal distributions of a nominal variable, perhaps one with many levels, placing no restrictions on who is matched to whom. The nominal variable might have many categories, like zip code, or the direct product of several nominal variables. Propensity scor.

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