Description
Identification and Estimation of Child Penalties.
Description
Tools to simulate child-penalty data and estimate DID, TD, and NTD identification frameworks from Leventer (2025), "Identification of Child Penalties" <doi:10.48550/arXiv.2602.07486>.
README.md
childpen 
This package accompanies my job market paper: Leventer, Dor (2025).Identification of Child Penalties.
- ๐งช DID / TD / NTD estimators (single & multiple treatment groups)
- ๐ Paper:arXiv:2602.07486
- ๐ป GitHub:https://github.com/dorleventer/childpen
- ๐ Website:https://dorleventer.github.io/childpen/
Roadmap
Package functions
- [x] Estimation of single 2ร2 โ
single_treatment_group_analysis() - [x] Wrapper for multiple 2ร2 โ
multiple_treatment_group_analysis() - [x] Data simulation โ
simulate_data() - [x] Aggregation over multiple groups โ
aggregate_estimands()
Explainers
- [x] Estimation (DID, TD, NTD) โ vignette
- [x] NTD identification โ vignette
- [x] Validation tests โ vignette
- [x] Aggregate estimands โ vignette
Installation
Install the latest development version from GitHub:
# install.packages("remotes")
remotes::install_github("dorleventer/childpen")