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Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test
Open accessAbstract
Standard sufficient conditions for identification in the regression discontinuity design are continuity of the conditional expectation of counterfactual outcomes in the running variable.These continuity assumptions may not be plausible if agents are able to manipulate the running variable.This paper develops a test of manipulation related to continuity of the running variable density function.The methodology is applied to popular elections to the House of Representatives, where sorting is neither expected nor found, and to roll-call voting in the House, where sorting is both expected and found.
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Bootstrap Methods and their Application
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Deaton, A. (1997) · doi:10.1596/0-8018-5254-4 · Cited by 4,877
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Do Taxpayers Bunch at Kink Points?
Saez, E. (2010) · American Economic Journal: Economic Policy · doi:10.1257/pol.2.3.180 · Cited by 950
Van Der Klaauw, W. (2002) · International Economic Review · doi:10.1111/1468-2354.t01-1-00055 · Cited by 722
Cited by
Flammer, C. (2015) · Management Science · doi:10.1287/mnsc.2014.2038 · Cited by 1,949
Ghose, A., Ipeirotis, P. G., & Li, B. (2012) · Marketing Science · doi:10.1287/mksc.1110.0700 · Cited by 649
Optimal bandwidth choice for the regression discontinuity estimator
Imbens, G., & Kalyanaraman, K. (2010) · doi:10.1920/wp.cem.2010.0510 · Cited by 406
Causal inference with observational data
Nichols, A. (2007) · The Stata Journal: Promoting communications on statistics and Stata · doi:10.1177/1536867x0800700403 · Cited by 339
Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile
Hastings, J., Neilson, C., & Zimmerman, S. (2013) · doi:10.3386/w19241 · Cited by 234
Metadata
- Authors
- McCrary, J.
- Venue
- National Bureau of Economic Research
- Publisher
- National Bureau of Economic Research
- Published
- 2007-01
- OpenAlex
- W2151352067
- Cited by
- 960
- References
- 6
- Type
- report
- Language
- en
- Open access
- green
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