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Advances in High Energy Physics
Volume 2013, Article ID 162986, 4 pages
http://dx.doi.org/10.1155/2013/162986
Research Article

A Nonparametric Peak Finder Algorithm and Its Application in Searches for New Physics

1HEP Division, Argonne National Laboratory, 9700 S. Cass Avenue, Argonne, IL 60439, USA
2Physics Department, The College of New Jersey, 2000 Pennington Road, Ewing, NJ 08628-0718, USA

Received 13 September 2013; Accepted 6 December 2013

Academic Editor: Mehmet Bektasoglu

Copyright © 2013 S. V. Chekanov and M. Erickson. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

We have developed an algorithm for nonparametric fitting and extraction of statistically significant peaks in the presence of statistical and systematic uncertainties. Applications of this algorithm for analysis of high-energy collision data are discussed. In particular, we illustrate how to use this algorithm in general searches for new physics in invariant-mass spectra using Monte Carlo simulations.