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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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Müşterek Yazar: | |
Materyal Türü: | e-Kitap |
Dil: | İngilizce |
Baskı/Yayın Bilgisi: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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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.