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Synthetic data method to incorporate external information into a current study

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We consider the situation where there is a known regression model that can be used to predict an outcome, Y, from a set of predictor variables X. A new variable B is expected to enhance the prediction of Y. A dataset of size n containing Y, X and B is availabl... ...