High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables

BaoLuo Sun,Zhiqiang Tan

High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables

2021

BaoLuo Sun
Zhiqiang Tan

Consider the problem of estimating the local average treatment effect with an instrument variable, where the instrument unconfoundedness holds after adjusting for a set of measured covariates. Seve...

Keywords:

Statistics
high dimensional
Mathematics
Set (abstract data type)
Propensity score matching
Covariate
local average
Inference
Causal inference
Instrumental variable

Correction
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