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Notes on Regression Discontinuity Methods - [athena.sas.upenn ...

Notes on Regression Discontinuity Methods - [athena.sas.upenn ...

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Should analysis c<strong>on</strong>diti<strong>on</strong> <strong>on</strong> other covariates?<br />

• There may be other covariates (Z) thatareobservedandthat<br />

determine outcomes<br />

• Presence of these covariates rarely changes the identificati<strong>on</strong><br />

strategy. The distributi<strong>on</strong> of outcomes is usually c<strong>on</strong>tinuous in<br />

other covariates.<br />

• Do not necessarily need to c<strong>on</strong>diti<strong>on</strong> <strong>on</strong> other covariates.<br />

• In practice, c<strong>on</strong>diti<strong>on</strong>ing <strong>on</strong> Z may be helpful if we use observati<strong>on</strong>s<br />

<strong>on</strong> X that are not too close to c.

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