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Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS

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Motivated by applications in phenome-wide association studies (PheWAS), we consider in this paper simultaneous testing of columns of high-dimensional cross-covariance matrices and develop a multiple testing procedure with theoretical guarantees. It is shown th... ...