The computation of test statistics for multivariate regression models in event studies

Event studies are often estimated with Zellner's seemingly unrelated regressions (SUR) estimator and hypothesis tests are applied to cross equation combinations of the coefficients corresponding to event dummy variables. A number of recent event studies fail to point out a useful computational simplification for obtaining the necessary covariance matrix and test statistics.