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A concentration inequality based statistical methodology for inference on covariance matrices and operators

Kashlak, Adam BUniversity of Cambridge2017

… as functional data, we use a celebrated result, Talagrand’s concentration inequality, in the Banach space setting to construct confidence sets for covariance operators. From these confidence sets, three different inferential techniques emerge: the first is a k-sample test for equality of …

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