Philipp Bach
Scholar

Philipp Bach

Google Scholar ID: MhE2uTQAAAAJ
Freie Universität Berlin
Machine LearningEconometricsData ScienceStatisticsApplications in Economics and Business
Citations & Impact
All-time
Citations
250
 
H-index
5
 
i10-index
5
 
Publications
16
 
Co-authors
6
list available
Resume (English only)
Research Experience
  • Currently, he is working on projects on sensitivity analysis for causal ML, double machine learning for difference-in-differences models, and causal inference based on multimodal, unstructured data like images and text.
Education
  • Previously, he was a Postdoctoral Researcher and PhD student at the University of Hamburg.
Background
  • Assistant Professor of Econometrics at the Department of Economics at Freie Universität Berlin. His research focuses on statistical methods for causal machine learning and their software implementation, mainly applied in the context of economic research questions.