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Chunk #54 — 8.0 Conclusion

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Modification of the Sandwich Estimator in Generalized Estimating Equations with Correlated Binary Outcomes in Rare Event and Small Sample Settings.
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The true or simulated covariance structure had little bearing on the estimators’ performance. Mirrored performances were observed by all of the sandwich estimators among the three different covariance structures. This result was also observed by Mancl and DeRouen [4]. It is likely that the simulated covariance structure played no role in the estimators’ performance due to the low correlation values used in the simulations.