{"id":35190269,"url":"https://github.com/rdpackages/rdmulti","last_synced_at":"2025-12-29T05:38:09.300Z","repository":{"id":37625502,"uuid":"285825792","full_name":"rdpackages/rdmulti","owner":"rdpackages","description":"Estimation, inference, RD Plots, and extrapolation with multiple cutoffs and multiple scores RD 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RDMULTI\n\nThe `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.\n\nThis work was supported in part by the National Science Foundation through grants [SES-1357561](https://www.nsf.gov/awardsearch/showAward?AWD_ID=1357561).\n\n## Website\n\nhttps://rdpackages.github.io/rdmulti\n\n## Queries and Requests\n\nPlease email: [rdpackages@googlegroups.com](mailto:rdpackages@googlegroups.com)\n\n## Python Implementation\n\nTo install/update in Python type:\n```\npip install rdmulti\n```\n\n- Help: [PYPI repository](https://pypi.org/project/rdmulti/).\n\n- Replication: [py-script](python/rdmulti_illustration.py), [dataset1](python/simdata_multic.csv), [dataset2](python/simdata_cumul.csv), [dataset3](python/simdata_multis.csv)\n\n## R Implementation\n\nTo install/update in R type:\n```\ninstall.packages('rdmulti')\n```\n\n- Help: [R Manual](https://cran.r-project.org/web/packages/rdmulti/rdmulti.pdf), [CRAN repository](https://cran.r-project.org/package=rdmulti).\n\n- Replication: [R-script](R/rdmulti_illustration.R), [rdmcplot illustration](R/rdmcplot_illustration.R), [dataset1](R/simdata_multic.csv), [dataset2](R/simdata_cumul.csv), [dataset3](R/simdata_multis.csv), [R illustration](R/rdmulti_illustration.pdf)\n\n## Stata Implementation\n\nTo install/update in Stata type:\n```\nnet install rdmulti, from(https://raw.githubusercontent.com/rdpackages/rdmulti/master/stata) replace\n```\n\n- Help: [rdmc](stata/rdmc.pdf), [rdmcplot](stata/rdmcplot.pdf), [rdms](stata/rdms.pdf).\n\n- Replication: [do-file](stata/rdmulti_illustration.do), [rdmcplot illustration](stata/rdmcplot_illustration.do), [dataset1](stata/simdata_multic.dta), [dataset2](stata/simdata_cumul.dta), [dataset3](stata/simdata_multis.dta).\n\n\n## References\n\nFor overviews and introductions, see [rdpackages website](https://rdpackages.github.io).\n\n### Software and Implementation\n\n- Cattaneo, Titiunik and Vazquez-Bare (2020): [Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores](https://rdpackages.github.io/references/Cattaneo-Titiunik-VazquezBare_2020_Stata.pdf).\u003cbr\u003e\n_Stata Journal_ 20(4): 866-891.\n\n### Technical and Methodological\n\n- Keele and Titiunik (2015): [Geographic Boundaries as Regression Discontinuities](https://rdpackages.github.io/references/Keele-Titiunik_2015_PA.pdf).\u003cbr\u003e\n_Political Analysis_ 23(1): 127-155.\n\n- Cattaneo, Keele, Titiunik and Vazquez-Bare (2016): [Interpreting Regression Discontinuity Designs with Multiple Cutoffs](https://rdpackages.github.io/references/Cattaneo-Keele-Titiunik-VazquezBare_2016_JOP.pdf).\u003cbr\u003e\n_Journal of Politics_ 78(4): 1229-1248.\u003cbr\u003e\n[Supplemental Appendix](https://rdpackages.github.io/references/Cattaneo-Keele-Titiunik-VazquezBare_2016_JOP--Supplement.pdf).\n\n- Cattaneo, Keele, Titiunik and Vazquez-Bare (2020): [Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs](https://rdpackages.github.io/references/Cattaneo-Keele-Titiunik-VazquezBare_2021_JASA.pdf).\u003cbr\u003e\n_Journal of the American Statistical Association_ 116(536): 1941-1952.\u003cbr\u003e\n[Supplemental Appendix](https://rdpackages.github.io/references/Cattaneo-Keele-Titiunik-VazquezBare_2021_JASA--Supplement.pdf).\n\n\u003cbr\u003e\u003cbr\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frdpackages%2Frdmulti","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frdpackages%2Frdmulti","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frdpackages%2Frdmulti/lists"}