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ddml: Double/debiased machine learning in Stata
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ddml: Double/debiased machine learning in Stata

Achim Ahrens
Christian B. Hansen
Mark E. Schaffer
Thomas Wiemann
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Papers citing "ddml: Double/debiased machine learning in Stata"

9 / 9 papers shown
Title
Detecting clinician implicit biases in diagnoses using proximal causal inference
Detecting clinician implicit biases in diagnoses using proximal causal inference
Kara Liu
Russ Altman
Vasilis Syrgkanis
CML
83
0
0
27 Jan 2025
pystacked: Stacking generalization and machine learning in Stata
pystacked: Stacking generalization and machine learning in Stata
Achim Ahrens
Christian B. Hansen
Mark E. Schaffer
58
9
0
23 Aug 2022
Omitted variable bias of Lasso-based inference methods: A finite sample analysis
Omitted variable bias of Lasso-based inference methods: A finite sample analysis
Kaspar Wüthrich
Ying Zhu
45
27
0
20 Mar 2019
Nonparametric regression using deep neural networks with ReLU activation function
Nonparametric regression using deep neural networks with ReLU activation function
Johannes Schmidt-Hieber
230
815
0
22 Aug 2017
Generalized Random Forests
Generalized Random Forests
Susan Athey
J. Tibshirani
Stefan Wager
325
1,365
0
05 Oct 2016
High-Dimensional Metrics in R
High-Dimensional Metrics in R
Victor Chernozhukov
C. Hansen
Martin Spindler
69
16
0
05 Mar 2016
Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach
Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach
Victor Chernozhukov
Christian B. Hansen
Martin Spindler
211
175
0
14 Jan 2015
Program Evaluation and Causal Inference with High-Dimensional Data
Program Evaluation and Causal Inference with High-Dimensional Data
A. Belloni
Victor Chernozhukov
Iván Fernández-Val
Christian B. Hansen
CML
193
358
0
11 Nov 2013
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"
A. Belloni
Victor Chernozhukov
Christian B. Hansen
271
1,407
0
27 May 2013