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The present manuscript studies signal detection by likelihood ratio tests in a number of spiked random matrix models, including but not limited to Gaussian mixtures and spiked Wishart covariance matrices.
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I. M. Johnstone and A. Onatski · 2015
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Finite size corrections and likelihood ratio fluctuations in the spiked wigner model
A. El Alaoui, F. Krzakala, and M. I. Jordan · 2017
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Detection limits in the high-dimensional spiked rectangular model
A. El Alaoui and M. I. Jordan · 2018
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