Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference / SpringerBriefs in Probability and Mathematical Statistics (PDF)
34 DeutschlandCard Punkte
sammeln
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenloser tolino webreader
This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. 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.
Stilian Stoev is a Full Professor of Statistics at the University of Michigan, Ann Arbor. His research involves topics in applied probability, statistics and their applications to insurance and computer networks. Most recently, he has been working on extreme value theory.
- Autoren: Zheng Gao , Stilian Stoev
- 2021, 1st ed. 2021, 140 Seiten, Englisch
- Verlag: Springer International Publishing
- ISBN-10: 3030809641
- ISBN-13: 9783030809645
- Erscheinungsdatum: 07.09.2021
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: PDF
- Größe: 2.69 MB
- Ohne Kopierschutz
- Vorlesefunktion
| Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
|---|
Schreiben Sie einen Kommentar zu "Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference / SpringerBriefs in Probability and Mathematical Statistics".
Kommentar verfassen