Software and Data
Software ans supplemental material related to research projects and publications can be downloaded from this site
- Philipp Bach, Victor Chernozhukov, Malte S. Kurz, Martin Spindler, Sven Klaassen (2020). DoubleML - An Object-Oriented Implementation of Double Machine Learning in R.
- Replication code available at https://github.com/DoubleML/DoubleMLReplicationCode
- Package repositories: R package https://github.com/DoubleML/doubleml-for-r, Python package https://github.com/DoubleML/doubleml-for-py
User guide and documentation https://docs.doubleml.org/dev/index.html
- Philipp Bach, Victor Chernozhukov, Martin Spindler, Valid Simultaneous Inference in High-Dimensional Settings (with the HDM package for R), Working Paper, available at arXiv.
- R-code - Simulation Study and Replicable Real-Data Example.
- R-code - Simulation Study and Replicable Real-Data Example (Version 2020).
- ACS 2016 Data Set for Gender Example (.csv)
- Package repository: https://github.com/MartinSpindler/hdm
- Citation, IPUMS-USA: Steven Ruggles, Sarah Flood, Sophia Foster, Ronald Goeken, Jose Pacas, Megan Schouweiler and Matthew Sobek. IPUMS USA: Version 11.0 [dataset]. Minneapolis, MN: IPUMS, 2021. https://doi.org/10.18128/D010.V11.0
- Philipp Bach, Helmut Farbmacher, Martin Spindler, Semiparametric count data modeling with an application to health service demand, Econometrics and Statistics, 2017, in press, available online.