Regression discontinuity design with covariates [PDF]
In this paper, the regression discontinuity design (RDD) is generalized to account for differences in observed covariates X in a fully nonparametric way. It is shown that the treatment effect can be estimated at the rate for one-dimensional nonparametric
Markus Frölich
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Using the Chow Test to Analyze Regression Discontinuities [PDF]
The Chow Test (Chow, 1960) is a method well known in econometrics. It was originally designed to analyze the same variables obtained in two different data sets to determine if they were similar enough to be pooled together.
Howard H. Lee
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Introduction to Regression Discontinuity Design. [PDF]
It is common clinical practice for physicians to refer to specific diagnostic criteria for day-to-day decision-making. In particular, whether or not to provide a particular treatment is often determined by the cutoff value of a relevant diagnostic marker.
Sasabuchi Y.
europepmc +4 more sources
Another look at the regression discontinuity design [PDF]
The attractiveness of the Regression Discontinuity Design (RDD) in its sharp formulation rests on close similarities with a formal experimental design.
Enrico Rettore, Erich Battistin
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Association between COVID-19 emergency declarations and physical activity among community-dwelling older adults enrolled in a physical activity measurement program: Evidence from a retrospective observational study using the regression discontinuity design. [PDF]
Chiba I +12 more
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Regression Discontinuity Designs in Epidemiology: A Practical Guide [PDF]
Aidan G O’Keeffe,1 Irene Petersen2,3 1School of Mathematical Sciences, University of Nottingham, Nottingham, NG7 2RD, UK; 2Research Department of Primary Care and Population Health, University College London, London, NW3 2PF, UK; 3Department of Clinical ...
O'Keeffe AG, Petersen I
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Approaches to the Estimation of the Local Average Treatment Effect in a Regression Discontinuity Design. [PDF]
O'Keeffe AG, Baio G.
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When Does Losing Lead to Winning? An Empirical Investigation on the Korean Professional Basketball League [PDF]
PURPOSE This study was conducted to refine and verify the argument by Berger & Pope (2011). Based on expectancy theory, we expected that the existence or type of regression discontinuity could vary depending on the situation and time in Korean ...
Sang Hyun Lee +2 more
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EMERGING EQUITY MARKET REACTION TO PANDEMIC PREVENTION POLICY: EVIDENCE FROM REGRESSION DISCONTINUITY DESIGN [PDF]
The purpose of this study is both to release the effects of the current pandemic on emerging equity markets and to examine the efficacy of the prevention policy to lessen the plausible negative effects.
Bora Aktan
doaj +1 more source
Regression discontinuity design (in Russian) [PDF]
This essay presents a brief review of the theory and empirical implementation of the discontinuity design for estimation of treatment effects of programs.
Anton Nivorozhkin
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