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Regression discontinuity design with covariates [PDF]

open access: yesWorking Paper Series, 2007
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
core   +12 more sources

Using the Chow Test to Analyze Regression Discontinuities [PDF]

open access: yesTutorials in Quantitative Methods for Psychology, 2008
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
doaj   +2 more sources

Introduction to Regression Discontinuity Design. [PDF]

open access: yesAnn Clin Epidemiol, 2022
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]

open access: yesWorking Paper Series, 2003
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
core   +8 more sources

Regression Discontinuity Designs in Epidemiology: A Practical Guide [PDF]

open access: yesClinical Epidemiology
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
doaj   +2 more sources

When Does Losing Lead to Winning? An Empirical Investigation on the Korean Professional Basketball League [PDF]

open access: yesCheyuk gwahag yeon-gu, 2023
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
doaj   +1 more source

EMERGING EQUITY MARKET REACTION TO PANDEMIC PREVENTION POLICY: EVIDENCE FROM REGRESSION DISCONTINUITY DESIGN [PDF]

open access: yesZbornik radova Ekonomskog fakulteta u Rijeci : časopis za ekonomsku teoriju i praksu, 2022
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]

open access: yesQuantile, 2009
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
core   +1 more source

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