Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference (Bog, Paperback / softback, Engelsk)

Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference

(Bog, Paperback / softback, Engelsk)
Forfattere: Zheng Gao, Stilian Stoev

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Beskrivelse

This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors.

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Alle detaljer

Forlag Springer Nature Switzerland AG
Forfattere Zheng Gao, Stilian Stoev
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgave 1st ed. 2021
Udgivelsesdato 08-09-2021
Første udgivelsesår 2021
Serie SpringerBriefs in Probability and Mathematical Statistics
Illustrationer 2 Illustrations, color; 10 Illustrations, black and white; XIII, 140 p. 12 illus., 2 illus. in color.
Originalsprog Switzerland
Sideantal 140
Indbinding Paperback / softback
Forlag Springer Nature Switzerland AG
Sideoplysninger 140 pages, 2 Illustrations, color; 10 Illustrations, black and white; XIII, 140 p. 12 illus., 2 illu
Mål 235 x 155
ISBN-13 / EAN-13 9783030809638