Software

An overview of software written by my coauthors and myself.

List of Published Software

  • GenericML [github] [CRAN]
    R implementation of generic machine learning inference as proposed by Chernozhukov et al. (2020).

  • robcat [github] [CRAN]
    R implementation of various robust estimators for categorical data.

  • carelessonset [github]
    R implementation of Welz and Alfons (2024) for the detection of careless responding (or an absence thereof) in lengthy questionnaires.

  • predmod [github]
    R Predictive modeling for heterogeneous treatment effects in medicine.


Core Principles

I exclusively use open source software in my research projects and make replication files publicly available. In the same spirit, all software written by me is open source and licensed with GPL. You can find all of my code on GitHub. My goal is that my research becomes easily reproducible and practically applicable for for everybody.

Visial summary of my principles: I use open source software such as a Linux-based operating system to write open-source software (i.e. I license it with GPL), and make it publicly available on GitHub.