Robust inference on average treatment effects with possibly more covariates than observations
Year of publication: |
November 2015
|
---|---|
Authors: | Farrell, Max H. |
Published in: |
Journal of econometrics. - Amsterdam [u.a.] : Elsevier, ISSN 0304-4076, ZDB-ID 184861-6. - Vol. 189.2015, 1, p. 1-23
|
Subject: | High-dimensional sparse model | Heterogeneous treatment effects | Uniform inference | Model selection | Doubly-robust estimator | Unconfoundedness | Group lasso | Schätztheorie | Estimation theory | Kausalanalyse | Causality analysis | Induktive Statistik | Statistical inference | Modellierung | Scientific modelling |
-
Bonferroni-based size-correction for nonstandard testing problems
McCloskey, Adam, (2017)
-
Graphical models, causal inference, and econometric models
Spirtes, Peter, (2005)
-
Inference on treatment effects after selection amongst high-dimensional controls
Belloni, Alexandre, (2012)
- More ...
-
Cattaneo, Matias D., (2013)
-
Characteristic-sorted portfolios: Estimation and inference
Cattaneo, Matias D., (2016)
-
Deep learning for individual heterogeneity: An automatic inference framework
Farrell, Max H., (2021)
- More ...