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08/25/2022
On confidence intervals for precision matrices and the eigendecomposition of covariance matrices
The eigendecomposition of a matrix is the central procedure in probabili...
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11/17/2016
Fast Non-Parametric Tests of Relative Dependency and Similarity
We introduce two novel non-parametric statistical hypothesis tests. The ...
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04/06/2016
A U-statistic Approach to Hypothesis Testing for Structure Discovery in Undirected Graphical Models
Structure discovery in graphical models is the determination of the topo...
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11/14/2015