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.
https://rdpackages.github.io/rdmulti
Please email: rdpackages@googlegroups.com
To install/update in Python type:
pip install rdmulti
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Help: PYPI repository.
To install/update in R type:
install.packages('rdmulti')
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Help: R Manual, CRAN repository.
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Replication: R-script, rdmcplot illustration, dataset1, dataset2, dataset3, R illustration
To install/update in Stata type:
net install rdmulti, from(https://raw.githubusercontent.com/rdpackages/rdmulti/master/stata) replace
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Replication: do-file, rdmcplot illustration, dataset1, dataset2, dataset3.
For overviews and introductions, see rdpackages website.
- Cattaneo, Titiunik and Vazquez-Bare (2020): Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores.
Stata Journal 20(4): 866-891.
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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.