This paper provides an introduction and "user guide" to Regression Discontinuity (RD) designs for empirical researchers. It presents the basic theory behind the research design, details when RD is likely to be valid or invalid given economic incentives, explains why it is considered a...

Using administrative, longitudinal data on felony arrests in Florida, we exploit the doscontinous increase in the punitiveness of criminal sanctions at 18 to estimate the deterence effect of incarceration. Our analysis suggests a 2 percent decline in the logodds of offending at 18, with a...

We consider nonparametic identification of the average marginal effect of a continuous endogenous regressor in a generalized nonseparable model when the regressor of interest is a known, deterministic, but kiniked function of an observed continuous assignment variable. This design arises in many...

This paper provides an introduction and "user guide" to Regression Discontinuity (RD) designs for empirical researchers. It presents the basic theory behind the research design, details when RD is likely to be valid or invalid given economic incentives, explains why it is considered a...

This paper provides an introduction and "user guide" to Regression Discontinuity (RD) designs for empirical researchers. It presents the basic theory behind the research design, details when RD is likely to be valid or invalid given economic incentives, explains why it is considered a...

Using administrative, longitudinal data on felony arrests in Florida, we exploit the doscontinous increase in the punitiveness of criminal sanctions at 18 to estimate the deterence effect of incarceration. Our analysis suggests a 2 percent decline in the logodds of offending at 18, with a...

We estimate the effect of new unionization on firms’ equity value over the 1961-1999 period using a newly assembled sample of National Labor Relations Board (NLRB) representation elections matched to stock market data. Event-study estimates show an average union effect on the equity value of...