README.md

RDMULTI

The rdmulti package provides Python, R, and Stata implementation of RD plots, estimation, inference and extrapolation methods for RD designs with multiple cutoffs and multiple scores.

This work was supported in part by the National Science Foundation through grants SES-1357561.

Website

https://rdpackages.github.io/rdmulti

Queries and Requests

Please email: rdpackages@googlegroups.com

Python Implementation

To install/update in Python type:

pip install rdmulti

• Help: PYPI repository.

• Replication: py-script, dataset1, dataset2, dataset3

R Implementation

To install/update in R type:

install.packages('rdmulti')

• Help: R Manual, CRAN repository.

• Replication: R-script, rdmcplot illustration, dataset1, dataset2, dataset3, R illustration

Stata Implementation

To install/update in Stata type:

net install rdmulti, from(https://raw.githubusercontent.com/rdpackages/rdmulti/master/stata) replace

• Help: rdmc, rdmcplot, rdms.

• Replication: do-file, rdmcplot illustration, dataset1, dataset2, dataset3.

References

For overviews and introductions, see rdpackages website.

Software and Implementation

• Cattaneo, Titiunik and Vazquez-Bare (2020): Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores.
  Stata Journal 20(4): 866-891.

Technical and Methodological

• Keele and Titiunik (2015): Geographic Boundaries as Regression Discontinuities.
  Political Analysis 23(1): 127-155.

• Cattaneo, Keele, Titiunik and Vazquez-Bare (2016): Interpreting Regression Discontinuity Designs with Multiple Cutoffs.
  Journal of Politics 78(4): 1229-1248.
  Supplemental Appendix.

• Cattaneo, Keele, Titiunik and Vazquez-Bare (2020): Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs.
  Journal of the American Statistical Association 116(536): 1941-1952.
  Supplemental Appendix.