Philipp Bach | DeepAI

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Victor Chernozhukov
54 publications
Martin Spindler
21 publications
Sven Klaassen
5 publications
Malte S. Kurz
4 publications
Jannis Kueck
3 publications

∙ 04/07/2021

DoubleML – An Object-Oriented Implementation of Double Machine Learning in Python

DoubleML is an open-source Python library implementing the double machin...

305 Philipp Bach, et al. ∙

∙ 03/17/2021

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

The R package DoubleML implements the double/debiased machine learning f...

90 Philipp Bach, et al. ∙

∙ 11/02/2020

Insights from Optimal Pandemic Shielding in a Multi-Group SEIR Framework

The COVID-19 pandemic constitutes one of the largest threats in recent d...

0 Philipp Bach, et al. ∙

∙ 04/03/2020

Uniform Inference in High-Dimensional Generalized Additive Models

We develop a method for uniform valid confidence bands of a nonparametri...

0 Philipp Bach, et al. ∙

∙ 12/11/2018

Closing the U.S. gender wage gap requires understanding its heterogeneity

In 2016, the majority of full-time employed women in the U.S. earned sig...

0 Philipp Bach, et al. ∙

∙ 09/13/2018

Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R)

Due to the increasing availability of high-dimensional empirical applica...

0 Philipp Bach, et al. ∙

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