Permutation tests for nonparametric detection

González García, José Enrique and Sanz González, José L. and Álvarez Vaquero, Francisco (2012). Permutation tests for nonparametric detection. "Signal Processing", v. 92 (n. 11); pp. 2633-2642. ISSN 0165-1684. https://doi.org/10.1016/j.sigpro.2012.04.009.

Description

Title: Permutation tests for nonparametric detection
Author/s:
  • González García, José Enrique
  • Sanz González, José L.
  • Álvarez Vaquero, Francisco
Item Type: Article
Título de Revista/Publicación: Signal Processing
Date: November 2012
ISSN: 0165-1684
Volume: 92
Subjects:
Faculty: E.U.I.T. Telecomunicación (UPM)
Department: Ingeniería Audiovisual y Comunicaciones [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In this paper, the authors provide a methodology to design nonparametric permutation tests and, in particular, nonparametric rank tests for applications in detection. In the first part of the paper, the authors develop the optimization theory of both permutation and rank tests in the Neyman?Pearson sense; in the second part of the paper, they carry out a comparative performance analysis of the permutation and rank tests (detectors) against the parametric ones in radar applications. First, a brief review of some contributions on nonparametric tests is realized. Then, the optimum permutation and rank tests are derived. Finally, a performance analysis is realized by Monte-Carlo simulations for the corresponding detectors, and the results are shown in curves of detection probability versus signal-to-noise ratio

More information

Item ID: 16828
DC Identifier: http://oa.upm.es/16828/
OAI Identifier: oai:oa.upm.es:16828
DOI: 10.1016/j.sigpro.2012.04.009
Official URL: http://www.sciencedirect.com/science/article/pii/S0165168412001193
Deposited by: Memoria Investigacion
Deposited on: 18 Nov 2013 20:19
Last Modified: 21 Apr 2016 17:11
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