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-divergence. Here, the distance can be chosen from a much general model, which includes the KL-divergence as a very special case. This is then extended by various means. A minimax robust test that is robust against both outliers as well as modeling errors is presented. Minimax robustness properties of the given tests are also explicitly proven for fixed sample size and sequential probability ratio tests. The theory of robust detection is extended to robust estimation and the theory of robust distributed detection is extended to classes of distributions, which are not necessarily stochastically bounded. It is shown that the quantization functions for the decision rules can also be chosen as non-monotone. Finally, the book describes the derivation of theoretical bounds in minimax decentralized hypothesis testing, which have not yet been known. As a timely report on the state-of-the-art in robust hypothesis testing, this book is mainly intended for postgraduates and researchers in the field of electrical and electronic engineering, statistics and applied probability. Moreover, it may be of interest for students and researchers working in the field of classification, pattern recognition and cognitive radio.

Details:

rank:

price: $9.97

bound: 141 pages

publisher: Springer; 1st ed. 2017 edition (March 8, 2017)

lang: English

asin: B06XHDJD58

isbn:

weight:

filesize: 2873 KB

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) italian how read price download сhapter

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) Google Drive

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) free macbook read

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book format djvu

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) bookstore access selling online ebay

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) torrent download 1337x

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) download via torrent client

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book OneDrive

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book german

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) direct link download german android price

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book iCloud

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book RapidShare

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book pdf

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) italian how read price download сhapter

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book for ibooks

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book Box

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book Mega

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book iCloud

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) free iphone

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) download eng book

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) link without registering selling online ebook

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) download full book

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) ebook free download

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) free ios apple without signing via

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) full ebook

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book format djvu

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) sale book

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book MediaFire

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) full version original acquire book look

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) story offline online doc finder

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book download fb2

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book download fb2

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book read online

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book from lenovo free

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) italian how read price download сhapter

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book text format

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book download fb2

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book without payment

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) eReader online

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) direct link book mp3 find how download

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book 2shared

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) discount for book

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book docs

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book tablet

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book german

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book 2shared

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book from htc online

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book pc free

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) iBooks online how read via how to

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) book for ibooks

Robust and Distributed Hypothesis Testing (Lecture Notes in Electrical Engineering) get free

07f867cfac