Robust and distributed hypothesis testing

• Main Author: Gül, Gökhan, (Author)
• Format: eBook
• Language: English
• Published: Cham, Switzerland : Springer, 2017.
• Series: Lecture notes in electrical engineering ; v. 414.
• Subjects: Statistical hypothesis testing.; elektronické knihy; electronic books
• ISBN: 9783319492865; 9783319492858
• Physical Description: 1 online resource (xxi, 141 pages) : illustrations (some color)

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...