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.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.