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Robust and Distributed Hypothesis Testing

This book generalizes and extends the available theory in robust and decentralized hypothesis testing. In particular, it presents a robust test for modeling errors which is independent from the assumptions that a sufficiently large number of samples is available, and that the distance is the KL-dive...

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Detaylı Bibliyografya
Yazar: Gül, Gökhan (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edisyon:1st ed. 2017.
Seri Bilgileri:Lecture Notes in Electrical Engineering, 414
Konular:
Online Erişim:Full-text access
OPAC'ta görüntüle
İçindekiler:
  • Introduction
  • Background
  • Robust Hypothesis Testing with a Single Distance
  • Robust Hypothesis Testing with Multiple Distances
  • Robust Hypothesis Testing with Repeated Observations
  • Robust Decentralized Hypothesis Testing
  • Minimax Decentralized Hypothesis Testing
  • Conclusions and Outlook.