251 citations · 512 across the 26 of their papers we have counts for
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stat.ME2018★ 2 cited
High-dimensional general linear hypothesis tests via non-linear spectral shrinkage
Haoran Li, Alexander Aue, Debashis Paul
We are interested in testing general linear hypotheses in a high-dimensional multivariate linear regression model. The framework includes many well-studied problems such as two-sam…
stat.ME2018
Structural break analysis for spectrum and trace of covariance operators?
Alexander Aue, Gregory Rice, Ozan Sönmez
This paper deals with analyzing structural breaks in the covariance operator of sequentially observed functional data. For this purpose, procedures are developed to segment an obse…