High-Dimensional Covariance Matrix Estimation: An Introduction to Random Matrix Theory (Bog, Paperback / softback, Engelsk)

High-Dimensional Covariance Matrix Estimation: An Introduction to Random Matrix Theory

(Bog, Paperback / softback, Engelsk)
Forfatter: Aygul Zagidullina

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Beskrivelse

It draws attention to the deficiencies of standard statistical tools when used in the high-dimensional setting, and introduces the basic concepts and major results related to spectral statistics and random matrix theory under high-dimensional asymptotics in an understandable and reader-friendly way.

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Alle detaljer

Forlag Springer Nature Switzerland AG
Forfatter Aygul Zagidullina
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgave 1st ed. 2021
Udgivelsesdato 30-10-2021
Første udgivelsesår 2021
Serie SpringerBriefs in Applied Statistics and Econometrics
Illustrationer 26 Illustrations, color
Originalsprog Switzerland
Sideantal 115
Indbinding Paperback / softback
Forlag Springer Nature Switzerland AG
Sideoplysninger 115 pages, 26 Illustrations, color
Mål 233 x 155 x 10
ISBN-13 / EAN-13 9783030800642