Model averaging estimation for high-dimensional covariance matrices with a network structure
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In this paper, we develop a model averaging method to estimate a high-dimensional covariance matrix, where the candidate models are constructed by different orders of polynomial functions. We propose a Mallows-type model averaging criterion and select the weig... ...
