{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/analysis-of-regression-discontinuity-designs","title":"Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores","arxiv_id":"1912.07346","date":"2019-12-16","proceeding":null,"authors":["Matias D. Cattaneo","Rocio Titiunik","Gonzalo Vazquez-Bare"],"abstract":"We introduce the \\texttt{Stata} (and \\texttt{R}) package \\texttt{rdmulti}, which includes three commands (\\texttt{rdmc}, \\texttt{rdmcplot}, \\texttt{rdms}) for analyzing Regression Discontinuity (RD) designs with multiple cutoffs or multiple scores. The command \\texttt{rdmc} applies to non-cumulative and cumulative multi-cutoff RD settings. It calculates pooled and cutoff-specific RD treatment effects, and provides robust bias-corrected inference procedures. Post estimation and inference is allowed. The command \\texttt{rdmcplot} offers RD plots for multi-cutoff settings. Finally, the command \\texttt{rdms} concerns multi-score settings, covering in particular cumulative cutoffs and two running variables contexts. It also calculates pooled and cutoff-specific RD treatment effects, provides robust bias-corrected inference procedures, and allows for post-estimation estimation and inference. These commands employ the \\texttt{Stata} (and \\texttt{R}) package \\texttt{rdrobust} for plotting, estimation, and inference. Companion \\texttt{R} functions with the same syntax and capabilities are provided.","url_abs":"http://arxiv.org/abs/1912.07346v2","url_pdf":"http://arxiv.org/pdf/1912.07346v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"analysis-of-regression-discontinuity-designs","repo_url":"https://github.com/rdpackages/rdmulti","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}