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researcher

Philipp Bach

12 papers hereh-index 8222 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author9
  • middle author1
  • last author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • econ.EM5
  • stat.ML3
  • econ.GN2
  • cs.LG1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedDoubleML -- An Object-Oriented Implementation of Double Machine Learning in R

45 citations · 77 across the 12 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.ML2021★ 13 cited

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

Philipp Bach, Victor Chernozhukov, Malte S. Kurz +1

DoubleML is an open-source Python library implementing the double machine learning framework of Chernozhukov et al. (2018) for a variety of causal models. It contains functionaliti…

stat.ML2021★ 45 cited

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

Philipp Bach, Victor Chernozhukov, Malte S. Kurz +2

The R package DoubleML implements the double/debiased machine learning framework of Chernozhukov et al. (2018). It provides functionalities to estimate parameters in causal models…

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