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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 2020Show all

2 papers · 1 filter

econ.GN2020

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

Philipp Bach, Victor Chernozhukov, Martin Spindler

The COVID-19 pandemic constitutes one of the largest threats in recent decades to the health and economic welfare of populations globally. In this paper, we analyze different types…

stat.ME2020★ 5 cited

Estimation and Uniform Inference in Sparse High-Dimensional Additive Models

Philipp Bach, Sven Klaassen, Jannis Kueck +1

We develop a novel method to construct uniformly valid confidence bands for a nonparametric component f1​ in the sparse additive model $Y=f_1(X_1)+\ldots + f_p(X_p) + \varepsilon…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.