M.Sc. Philipp Bach

Wissenschaftlicher Mitarbeiter
Anschrift
Universität Hamburg
Fakultät für Betriebswirtschaft
Moorweidenstr. 18
20148 Hamburg
Büro
Mo 18
Raum: 0009
Sprechzeiten
- nach Vereinbarung
Kontakt
Tel.: +49 40 42838-1538
Fax: +49 40 42838-6767
E-Mail: philipp.bach"AT"uni-hamburg.de
Research Interests
- Estimation of causal effects and inference in high dimensionsal settings with machine learning methods
- Machine Learning and Deep Learning
- Applications in labor, health and financial economics
Code
Code and supplemental materials of research projects and publications are available here.
Publications
- Philipp Bach, Helmut Farbmacher, Martin Spindler, Semiparametric count data modeling with an application to health service demand, Econometrics and Statistics, 8, 125-140, 2018, available online.
Working Papers
- Philipp Bach, Sven Klaassen, Jannis Kueck, Martin Spindler, Uniform Inference in High-Dimensional Generalized Additive Models, Working Paper, available at arXiv, 2020.
- Philipp Bach, Victor Chernozhukov, Martin Spindler, Closing the U.S. gender wage gap requires understanding its heterogeneity, Working Paper, available at arXiv, 2018.
- Philipp Bach, Victor Chernozhukov, Martin Spindler, Valid Simultaneous Inference in High-Dimensional Settings (with the HDM package for R), Working Paper, available at arXiv , 2018.
- Bach, Philipp, H. Farbmacher, and M. Spindler (2016): Semiparametric Count Data Modeling
with an Application to Health Service Demand. No. 16/20. HEDG, c/o Department of Economics,
University of York, 2016.
Education
Since 2016 | Ph.D. Candidate, Hamburg Business School (Hamburg University) |
2016 | M.Sc. Economics, Ludwig-Maximilians-Universität München |
2013 | B.Sc. Economics, University of Mannheim |