13 citations · 29 across the 7 of their papers we have counts for
Showing math.STShow all
3 papers · 1 filter
math.ST2021★ 2 cited
Least Squares with Error in Variables
David A. Hirshberg
Error-in-variables regression is a common ingredient in treatment effect estimators using panel data. This includes synthetic control estimators, counterfactual time series forecas…
math.ST2019★ 13 cited
Minimax Linear Estimation of the Retargeted Mean
David A. Hirshberg, Arian Maleki, Jose R. Zubizarreta
Evaluating treatments received by one population for application to a different target population of scientific interest is a central problem in causal inference from observational…
math.ST2018★ 9 cited
Debiased Inference of Average Partial Effects in Single-Index Models
David A. Hirshberg, Stefan Wager
We propose a method for average partial effect estimation in high-dimensional single-index models that is root-n-consistent and asymptotically unbiased given sparsity assumptions o…