A coherent likelihood parametrization for doubly robust estimation of a causal effect with missing confounders

Katherine Evans, Isabel Fulcher, Eric J. Tchetgen Tchetgen

Missing data and confounding are two problems researchers face in observational studies for comparative effectiveness. Williamson et al. (2012) recently proposed a unified approach…