4.2 Article

On Stein's unbiased risk estimate for reduced rank estimators

Journal

STATISTICS & PROBABILITY LETTERS
Volume 135, Issue -, Pages 76-82

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.spl.2017.11.006

Keywords

Degrees of freedom; Reduced-rank regression; Singular value thresholding; Stein's lemma; SURE

Funding

  1. VILLUM FONDEN [13358]
  2. Villum Fonden [00013358] Funding Source: researchfish

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Stein's unbiased risk estimate (SURE) is considered for matrix valued observables with low rank means. It is shown that SURE is applicable to a class of spectral function estimators including the reduced rank estimator. (C) 2017 Elsevier B.V. All rights reserved.

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