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Local Polynomial Order in Regression Discontinuity Designs
Journal of Business and Economic Statistics, 2022Zhuan Pei, David S Lee, David Card
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Regression Discontinuity Design
Nursing Research, 1991W C, Taylor, J R, Atwood
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Jumpy or Kinky? Regression Discontinuity without the Discontinuity [PDF]
, 2010 Regression Discontinuity (RD) models identify local treatment effects by associating a discrete change in the mean outcome with a corresponding discrete change in the probability of treatment at a known threshold of a running variable. This paper shows that it is possible to identify the RD model treatment effect without a discontinuity. In particular,
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Local Composite Quantile Regression for Regression Discontinuity
Journal of Business and Economic Statistics, 2022Xiao Huang, Zhaoguo Zhan
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Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs
Journal of Business and Economic Statistics, 2019Andrew Gelman, Guido Imbens
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Modern Regression Discontinuity Analysis
Journal of Research on Educational Effectiveness, 2012Howard S Bloom
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Analyzing Regression-Discontinuity Designs With Multiple Assignment Variables
Journal of Educational and Behavioral Statistics, 2013Vivian C Wong +2 more
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