Regression Discontinuity with Multiple Running Variables Allowing Partial Effects
Dados Bibliográficos
| ID | 7971007 |
|---|---|
| Autores | J Y Choi (0000-0001-9439-5338), Jin-young Choi, Meggan J Lee (0000-0002-3935-7491), Myoung-Jae Lee |
| Ano | 2018 |
| Volume | 26 |
| Fascículo | 3 |
| Páginas | 258-274 |
| Data de publicação | 2018-07-01 |
| Peer Reviewed | Sim |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | Political Analysis (JOURNAL) |
| Identificadores do periódico | ISSN: 1047-1987 • E-ISSN: 1476-4989 |
| Editora | Cambridge University Press (CUP) (PUBLISHER) |
| DOI | 10.1017/pan.2018.13 |
| OpenAlex | W2887950674 |
| Idioma | EN |
| Citações recebidas | 1 |
| Referências citadas | 35 |
In regression discontinuity (RD), a running variable (or “score”) crossing a cutoff determines a treatment that affects the mean-regression function. This paper generalizes this usual “one-score mean RD” in three ways: (i) considering multiple scores, (ii) allowing partial effects due to each score crossing its own cutoff, not just the full effect with all scores crossing all cutoffs, and (iii) accommodating quantile/mode regressions. This generalization is motivated by (i) many multiple-score RD cases, (ii) the full-effect identification needing the partial effects to be separated, and (iii) informative quantile/mode regression functions. We establish identification for multiple-score RD (MRD), and propose simple estimators that become “local difference in differences” in case of double scores. We also provide an empirical illustration where partial effects exist
Correlation · Cutoff · Econometrics · Estimator · Generalization · Partial correlation · Quantile · Quantile regression · Regression · Regression analysis · Regression discontinuity design · Statistics · Advanced Causal Inference Techniques · Mathematics · School Choice and Performance · Statistical Methods and Inference
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| Obras citantes distintas | 1 |
|---|---|
| Citações por ano | 0,2 |
| Intervalo de citações | 2021 - 2021 (1) |
| Velocidade de citação | historical |
| Altamente citado | Não |
| Tipos de citação | Neutras: 1 |