Limitless Regression Discontinuity

Limitless Regression Discontinuity

Conventionally, regression discontinuity analysis contrasts a univariate regression's limits as its independent variable, \(R\), approaches a cut-point, \(c\), from either side. Alternative methods target the average treatment effect in a small region around \(c\), at the cost of an assumption...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:arXiv.org 2019-10
Hauptverfasser: Sales, Adam C, Hansen, Ben B
Format: Artikel
Sprache:eng
Schlagworte:
Continuity (mathematics)
Decontamination
Discontinuity
Regression analysis
Robustness (mathematics)
Statistics - Applications
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Conventionally, regression discontinuity analysis contrasts a univariate regression's limits as its independent variable, \(R\), approaches a cut-point, \(c\), from either side. Alternative methods target the average treatment effect in a small region around \(c\), at the cost of an assumption that treatment assignment, \(\mathcal{I}\left[R
ISSN:2331-8422
DOI:10.48550/arxiv.1403.5478