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Regression Discontinuity Designs
Annual Review of Economics, 2022 The regression discontinuity (RD) design is one of the most widely used nonexperimental methods for causal inference and program evaluation. Over the last two decades, statistical and econometric methods for RD analysis have expanded and matured, and there is now a large number of methodological results for RD identification, estimation, inference ...
Cattaneo, Matias D., Titiunik, Rocio
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Rdrobust: Software for Regression-discontinuity Designs [PDF]
The Stata Journal, 2017 Sebastián Calónico +3 more
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The impact of the U.S federal minimum legal drinking age law on alcohol involved firearm suicide: a regression discontinuity approach. [PDF]
EClinicalMedicineJain V, Miller M, Hemenway D.
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Stats, 2021 In this paper, we determine treatment effects when the treatment assignment is based on two or more cut-off points of covariates rather than on one cut-off point of one assignment variable.
Albert Whata, Charles Chimedza
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Impact of air quality on enterprise productivity: Evidence from Chinese listed companies
Frontiers in Environmental Science, 2023 We provide insights and innovative ideas for China to achieve green development and promote high-quality economic development by studying the impact of air quality on enterprise productivity.
Su Liu, Yuetao Yang, Ling Cai
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Frontiers in Psychology, 2022 Restrictions to curb the spread of COVID-19 have required widespread compliance over long periods, but citizens’ attitudes to these often change over time.
Nicole Satherley +5 more
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Isotonic regression discontinuity designs [PDF]
Journal of Econometrics, 2019 This paper studies the estimation and inference for the isotonic regression at the boundary point, an object that is particularly interesting and required in the analysis of monotone regression discontinuity designs. We show that the isotonic regression is inconsistent in this setting and derive the asymptotic distributions of boundary corrected ...
Babii, Andrii, Kumar, Rohit
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Impact of major events on housing prices in Hangzhou based on regression discontinuity
International Journal of Strategic Property Management, 2022 Based on the regression discontinuity method, housing transaction price data of Hangzhou at the community level were used to assess the impacts of a serious of major events on housing prices in Hangzhou.
Ling Zhang, Lifei Zhu, Linzun Yang
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Beyond Manipulation: Administrative Sorting in Regression Discontinuity Designs
Journal of Causal Inference, 2020 This paper elaborates on administrative sorting, a threat to internal validity that has been overlooked in the regression discontinuity (RD) literature.
Crespo Cristian
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Examining the “Medicare Effect” on Distant-Stage Cancer Diagnoses by Site, Gender, and Rurality
Journal of Scientific Innovation in Medicine, 2023 Background: Compared to cancers detected early, distant stage cancers are associated with lower survival, diminished quality of life, and higher costs.
Jason Semprini
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