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2014 | OriginalPaper | Chapter

2. Regression Discontinuity Design: When Series Interrupt

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Abstract

This chapter introduces the identification and estimation of policy effects when outcome variables can be ordered according to a given variable and when the treatment occurs at a given point. The structural change occurring in the outcome variable is in such a case assumed to be the effect of the policy. The assumptions behind Regression Discontinuity Design are hence discussed alongside with extensions for heterogeneous effect.

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Footnotes
1
For simplicity, we admittedly omit the issue that data are counts and not continuous.
 
Literature
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go back to reference Becker SO, Egger PH, von Ehrlich M (2013) Absorptive capacity and the growth effects of regional transfers: a regression discontinuity design with heterogeneous treatment effects. Am Econ J Econ Policy 5(4):29–77CrossRef Becker SO, Egger PH, von Ehrlich M (2013) Absorptive capacity and the growth effects of regional transfers: a regression discontinuity design with heterogeneous treatment effects. Am Econ J Econ Policy 5(4):29–77CrossRef
go back to reference Imbens GW, Lemieux T (2008) Regression discontinuity designs: a guide to practice. J Econom 142(2):615–635CrossRef Imbens GW, Lemieux T (2008) Regression discontinuity designs: a guide to practice. J Econom 142(2):615–635CrossRef
go back to reference Lee DS, Lemieux T (2010) Regression discontinuity designs in economics. J Econ Lit 48(2):281–355CrossRef Lee DS, Lemieux T (2010) Regression discontinuity designs in economics. J Econ Lit 48(2):281–355CrossRef
go back to reference Percoco M (2013) The impact of European cohesion policy on regional growth: how much do strategy and local economic structure matter?. Università Bocconi, Mimeo Percoco M (2013) The impact of European cohesion policy on regional growth: how much do strategy and local economic structure matter?. Università Bocconi, Mimeo
Metadata
Title
Regression Discontinuity Design: When Series Interrupt
Author
Marco Percoco
Copyright Year
2014
DOI
https://doi.org/10.1007/978-3-319-09519-6_2