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regression discontinuity design

Regression discontinuity design with covariates

Regression discontinuity design with covariates

... The regression discontinuity design is a method frequently used in treatment evaluation, when certain e.g. bureaucratic rules imply a threshold at which many subjects change their treatment status. ...

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Regression discontinuity design with covariates

Regression discontinuity design with covariates

... the regression discontinuity design (RDD) is generalized to account for differences in observed covariates X in a fully nonparametric ...nonparametric regression irrespective of the dimension ...

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Another look at the regression discontinuity design

Another look at the regression discontinuity design

... Department of Statistics, University of Padova March 24, 2003 Abstract The attractiveness of the Regression Discontinuity Design (RDD) in its sharp formulation rests on close similarities with a ...

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Empirical likelihood for regression discontinuity design

Empirical likelihood for regression discontinuity design

... from regression discontinuity ...fuzzy regression discontinuity designs and treat the regression functions as ...sharp regression discontinuity design, we show that ...

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Including covariates in the regression discontinuity design

Including covariates in the regression discontinuity design

... The regression discontinuity design (RDD) has received tremendous attention in many …elds, e.g. labor markets, political economy, health, education, psychology, criminology, as a credi- ble approach ...

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Including Covariates in the Regression Discontinuity Design

Including Covariates in the Regression Discontinuity Design

... The regression discontinuity design (RDD) has received tremendous attention in many …elds, e.g. labor markets, political economy, health, education, psychology, criminology, as a credi- ble approach ...

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Difference in differences and Regression Discontinuity Design

Difference in differences and Regression Discontinuity Design

... differences Regression Discontinuity Design Conclusion Intuition Cross-sectional analysis Assume that on top of this data set, you have another with the same data but for FF located in Pennsylvania ...

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Another look at the Regression Discontinuity Design

Another look at the Regression Discontinuity Design

... THE REGRESSION DISCONTINUITY DESIGN Erich Battistin 1 , Enrico Rettore 2 ABSTRACT The attractiveness of the Regression Discontinuity Design (RDD) for the evaluation of social ...

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Using Regression Discontinuity Design to Identify the Effect of Zoning

Using Regression Discontinuity Design to Identify the Effect of Zoning

... a regression discontinuity design to shed light on how current zoning policies are affecting land use ...The regression discontinuity has recently become a commonly applied framework ...

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Rates of Return to University Education: the Regression Discontinuity Design

Rates of Return to University Education: the Regression Discontinuity Design

... Abstract Estimating the rate of return to a university degree has always been difficult due to the problem of omitted variable biases. Benefiting from a special feature of the University Admission system in China, which ...

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Speeding, punishment, and recidivism - evidence from a regression discontinuity design

Speeding, punishment, and recidivism - evidence from a regression discontinuity design

... fuzzy regression discontinuity design where those to the left of the 365-day cutoff are likely to have their license revoked while those to the right of the cutoff retain ...

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Class Size and the Regression Discontinuity Design: The Case of Public Schools

Class Size and the Regression Discontinuity Design: The Case of Public Schools

... the regression discontinuity design, which are crucial for ...a regression discontinuity design to estimate class size effects and indicates that institutional context is crucial ...

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The Impact of 'Equal Educational Opportunity' Funds: A Regression Discontinuity Design

The Impact of 'Equal Educational Opportunity' Funds: A Regression Discontinuity Design

... A Regression Discontinuity Design * Many countries provide extra resources to schools serving disadvantaged ...a discontinuity in the assignment of such personnel subsidies in Flanders to ...

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Understanding the effect of retirement on health using Regression Discontinuity Design

Understanding the effect of retirement on health using Regression Discontinuity Design

... 36 5 Conclusion This paper estimates the causal effect of retirement on health, health behavior and healthcare utilization using a Regression Discontinuity Design with multiple discontinuities that ...

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Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test

Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test

... the regression discontinuity design is the incumbency study of Lee ...the regression discontinuity design to assess the party incumbency effect for popular elections to the ...

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Empirical Likelihood for Regression Discontinuity Design

Empirical Likelihood for Regression Discontinuity Design

... nonparametric regression, Li and Racine (2004) studied data-driven cross-validation methods under a general setup and presented desirable theoretical and simulation ...the regression functions at the ...

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Empirical likelihood for regression discontinuity design

Empirical likelihood for regression discontinuity design

... The idea behind the marked empirical likelihood is to construct a non-parametric likelihood for each direction of the support function and assess the resulting process over the domain of all possible directions. ...

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Public Policy Applications of Regression Discontinuity Design

Public Policy Applications of Regression Discontinuity Design

... and design an adequately paced curriculum for their language acquisition, or whether lower achieving or Spanish-speaking students learn more effectively among higher achieving or English- speaking ...

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Applying Regression Discontinuity Design in Institutional Research

Applying Regression Discontinuity Design in Institutional Research

... RD design where all students comply with the threshold-based ...Solid regression lines, which represent the re- lationship between retention and family income, are fitted to observations on each side of the ...

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Bayesian modelling for binary outcomes in the regression discontinuity design

Bayesian modelling for binary outcomes in the regression discontinuity design

... The regression discontinuity (RD) design is a quasi-experimental design which emulates a randomized study by exploiting situations where treatment is assigned according to a continuous ...

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