DoubleML -- An Object-Oriented Implementation of Double Machine Learning
in R

DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R

17 March 2021

Victor Chernozhukov

Martin Spindler

Jan Rabenseifner

Papers citing "DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R"

11 / 11 papers shown

Title
Double Machine Learning for Adaptive Causal Representation in High-Dimensional Data Lynda Aouar Han Yu CML 71 0 0 22 Nov 2024
Management Decisions in Manufacturing using Causal Machine Learning -- To Rework, or not to Rework? Philipp Schwarz Oliver Schacht Jan Rabenseifner Daniel Grünbaum Sebastian Imhof Martin Spindler CML 33 0 0 17 Jun 2024
DoubleMLDeep: Estimation of Causal Effects with Multimodal Data Jan Rabenseifner Jan Teichert-Kluge Philipp Bach Victor Chernozhukov Martin Spindler Suhas Vijaykumar BDL CML 18 6 0 01 Feb 2024
Average partial effect estimation using double machine learning Harvey Klyne Rajen Dinesh Shah 27 3 0 17 Aug 2023
Causally Learning an Optimal Rework Policy Oliver Schacht Jan Rabenseifner Philipp Schwarz Martin Spindler Daniel Grünbaum Sebastian Imhof OffRL 9 2 0 07 Jun 2023
TSCI: two stage curvature identification for causal inference with invalid instruments Dave Carl Corinne Emmenegger Peter Buhlmann Zijian Guo CML 26 1 0 02 Apr 2023
Generalized Kernel Regularized Least Squares Qing Chang Max Goplerud 24 5 0 28 Sep 2022
Demystifying statistical learning based on efficient influence functions Oliver Hines O. Dukes Karla Diaz-Ordaz S. Vansteelandt TDI 19 110 0 01 Jul 2021
DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python Philipp Bach Victor Chernozhukov Malte S. Kurz Martin Spindler VLM GP 12 34 0 07 Apr 2021
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 93 2,732 0 18 Aug 2015
Hypothesis Testing in High-Dimensional Regression under the Gaussian Random Design Model: Asymptotic Theory Adel Javanmard Andrea Montanari 112 160 0 17 Jan 2013