(GPH, KI) Imputation when data cannot be pooled September 12-13, 2024 1 / 30 Outline • Context and problem • Key idea underlying the method • mi impute from • Example of 100% missing confounder • Simulation results • Final remarks Orsini N (GPH, KI) Imputation when data...
We recommend the impute estimator, a simple modification of the standard two stage least squares estimator, that imputes the dependent variable using daily subsamples, based on our careful investigation of asymptotic and finite sample properties of the estimators under the potential outcome framework. ...