Analysis of RD Designs with multiple cutoffs or scores
Project description
rdmulti: analysis of RD Designs with multiple cutoffs or scores
Description
The regression discontinuity (RD) design is a popular quasi-experimental design for causal inference and policy evaluation. The rdmulti
package provides tools to analyze RD designs with multiple cutoffs or scores:
rdmc()
estimates pooled and cutoff-specific effects in multi-cutoff designs.rdmcplot()
draws RD plots for multi-cutoff RD designs.rdms()
estimates effects in cumulative cutoffs or multi-score designs.
For more details, visit https://rdpackages.github.io/rdmulti.
References
- Calonico, S., M.D. Cattaneo, M. Farrell, and R. Titiunik. (2017).
rdrobust
: Software for Regression Discontinuity Designs. Stata Journal 17(2): 372-404. - Calonico, S., M.D. Cattaneo, and R. Titiunik. (2014). Robust Data-Driven Inference in the Regression-Discontinuity Design. Stata Journal 14(4): 909-946.
- Calonico, S., M.D. Cattaneo, and R. Titiunik. (2015).
rdrobust
: An R Package for Robust Nonparametric Inference in Regression-Discontinuity Designs. R Journal 7(1): 38-51. - Cattaneo, M.D., L. Keele, R. Titiunik, and G. Vazquez-Bare. (2016). Interpreting Regression Discontinuity Designs with Multiple Cutoffs. Journal of Politics 78(4): 1229-1248.
- Cattaneo, M.D., L. Keele, R. Titiunik, and G. Vazquez-Bare. (2020). Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs. Journal of the American Statistical Association 116(536): 1941, 1952.
- Cattaneo, M.D., R. Titiunik, and G. Vazquez-Bare. (2020). Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores. Stata Journal 20(4): 866-891.
- Keele, L., and R. Titiunik. (2015). Geographic Boundaries as Regression Discontinuities. Political Analysis 23(1): 127-155
Authors
- Matias Cattaneo, Princeton University. Email: cattaneo@princeton.edu
- Rocio Titiunik, Princeton University. Email: titiunik@princeton.edu
- Ricardo Masini, UC Davis. Email: rmasini@ucdavis.edu
- Gonzalo Vazquez-Bare, UC Santa Barbara. Email: gvazquez@econ.ucsb.edu
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