相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Non-separable models with high-dimensional data
Liangjun Su et al.
JOURNAL OF ECONOMETRICS (2019)
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference
Sebastian Calonico et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2018)
Double/debiased machine learning for treatment and structural parameters
Victor Chernozhukov et al.
ECONOMETRICS JOURNAL (2018)
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
Stefan Wager et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2018)
Non-parametric methods for doubly robust estimation of continuous treatment effects
Edward H. Kennedy et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2017)
Doubly robust uniform confidence band for the conditional average treatment effect function
Sokbae Lee et al.
JOURNAL OF APPLIED ECONOMETRICS (2017)
MINIMAX ESTIMATION OF A FUNCTIONAL ON A STRUCTURED HIGH-DIMENSIONAL MODEL
James M. Robins et al.
ANNALS OF STATISTICS (2017)
MACHINE LEARNING IN ECONOMETRICS Double/Debiased/Neyman Machine Learning of Treatment Effects
Victor Chernozhukov et al.
AMERICAN ECONOMIC REVIEW (2017)
PROGRAM EVALUATION AND CAUSAL INFERENCE WITH HIGH-DIMENSIONAL DATA
A. Belloni et al.
ECONOMETRICA (2017)
STATISTICAL INFERENCE FOR THE MEAN OUTCOME UNDER A POSSIBLY NON-UNIQUE OPTIMAL TREATMENT STRATEGY
Alexander R. Luedtke et al.
ANNALS OF STATISTICS (2016)
Super-Learning of an Optimal Dynamic Treatment Rule
Alexander R. Luedtke et al.
INTERNATIONAL JOURNAL OF BIOSTATISTICS (2016)
Super-Learning of an Optimal Dynamic Treatment Rule
Alexander R. Luedtke et al.
INTERNATIONAL JOURNAL OF BIOSTATISTICS (2016)
Estimating Conditional Average Treatment Effects
Jason Abrevaya et al.
JOURNAL OF BUSINESS & ECONOMIC STATISTICS (2015)
Robust inference on average treatment effects with possibly more covariates than observations
Max H. Farrell
JOURNAL OF ECONOMETRICS (2015)
GAUSSIAN APPROXIMATION OF SUPREMA OF EMPIRICAL PROCESSES
Victor Chernozhukov et al.
ANNALS OF STATISTICS (2014)
Inference on Treatment Effects after Selection among High-Dimensional ControlsaEuro
Alexandre Belloni et al.
REVIEW OF ECONOMIC STUDIES (2014)
High-Dimensional Methods and Inference on Structural and Treatment Effects
Alexandre Belloni et al.
JOURNAL OF ECONOMIC PERSPECTIVES (2014)
Killing Me Softly: The Fetal Origins Hypothesis
Douglas Almond et al.
JOURNAL OF ECONOMIC PERSPECTIVES (2011)
Recent Developments in the Econometrics of Program Evaluation
Guido W. Imbens et al.
JOURNAL OF ECONOMIC LITERATURE (2009)
From the cradle to the labor market? The effect of birth weight on adult outcomes
Sandra E. Black et al.
QUARTERLY JOURNAL OF ECONOMICS (2007)
Efficient semiparametric estimation of quantile treatment effects
Sergio Firpo
ECONOMETRICA (2007)
Efficient estimation of models with conditional moment restrictions containing unknown functions
CR Ai et al.
ECONOMETRICA (2003)
Efficient estimation of average treatment effects using the estimated propensity score
K Hirano et al.
ECONOMETRICA (2003)
分享论文
