18 The event study set-up (cont'd)  Abnormal return (AR) is calculated as deviation of the predicted return from the observed return: oTo construct tests, ARs are aggregated both across bonds and across time: To test the persistence of the effects of rating changes AAR t are aggregated through time:
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