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researcher

Philipp Bach

8 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 author5
  • middle author1
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • econ.EM4
  • econ.GN2
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedHyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study

6 citations · 8 across the 5 of their papers we have counts for

collaborators
Showing econ.GNShow all

2 papers · 1 filter

econ.GN2025

Adventures in Demand Analysis Using AI

Philipp Bach, Victor Chernozhukov, Sven Klaassen +3

This paper advances empirical demand analysis by integrating multimodal product representations derived from artificial intelligence (AI). Using a detailed dataset of toy cars on t…

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…

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