A pilot design that fits a prognostic model on a held-out control subset and matches on propensity and prognostic scores improves MSE and sensitivity-power in large observational samples.
Statisticalscience:areviewjournalofthe Institute of Mathematical Statistics2010; 25(1): 1
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A Pilot Design for Observational Studies: Using Abundant Data Thoughtfully
A pilot design that fits a prognostic model on a held-out control subset and matches on propensity and prognostic scores improves MSE and sensitivity-power in large observational samples.