[Case Study] Development of a DCL R package

[PhilippBach]

1. Description of the Case Study

Development of an R package that accompanies the Digital Causality Lab, i.e., providing the data sets, generating processes and estimation approaches.

2. Idea for the data product

Development of an accompagnying R package including

• Implementation of DGPs and examples from lab and lecture
• Provision of data sets
• Implementation of estimators (IPW, standardization, etc)
• Documentation and examples

3. Available resources and references

• R packages: Wickham and Bryan
• Notebook on causal inference with R

4. Comments

Independent learning on R package development and implementation of DGPs and estimators etc in R.