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