product description page

Robust and Distributed Hypothesis Testing (Hardcover) (Gu00f6khan Gu00fcl)

$94.05
MSRPReg: $99.00 Save $4.95 (5% off)
shipping not available
free order pickup not available
not sold at Atlanta Edgewood

about this item

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.


more to consider

  • Science Vocabulary Quick Starts, Grades 4-8+ (Paperback) (Linda Armstrong)

    $6.81

  • Sam Cooke - Portrait of a Legend 1951-1964 (Vinyl)

    $23.99

  • Science, Information, and Policy Interface for Effective Coastal and Ocean Management (Hardcover)

    $139.95

  • Routledge Handbook of Religion and Ecology (Hardcover)

    $228.00

  • Rottweilers (Library) (Mari Schuh)

    $24.95

recommended

  • SheaMoisture® Mongongo & Hemp Seed Oils High Porosity Moisture-Seal Shampoo - 13 fl oz

    $10.99

  • 2018 TF Publishing Desk Calendar

  • Employment Discrimination (Paperback) (Joel Wm. Friedman)

    $50.30

  • Thousands : Poems (Paperback) (Lightsey Darst)

    $11.56

  • Love Print Throw Pillow Collection - Surya

    $25.49 - $33.99


from the manufacturer


guest reviews

Prices, promotions, styles and availability may vary by store & online. See our price match guarantee. See how a store is chosen for you.