29 July 2015 to 6 August 2015
World Forum
Europe/Amsterdam timezone

Statistical biases of spectral analysis with the ON-OFF likelihood statistic

4 Aug 2015, 16:00
1h
Mississippi Foyer (World Forum)

Mississippi Foyer

World Forum

Churchillplein 10 2517 JW Den Haag The Netherlands
Board: 88
Poster contribution GA-EX Poster 3 GA

Speaker

Mrs Lea Jouvin (APC)

Description

Spectral extraction in the VHE range is usually performed using the ON-OFF likelihood statistics which is based on the profile likelihood technique. The latter is known to lead to inconsistent estimators in some situations. We present here a systematic MC study of the distribution of fitted spectral parameters for typical observations with the HESS observatory and show that, in some conditions, spectral extraction yields inconsistent estimators. We discuss some techniques to alleviate this effect and the impact on the search for spectral cutoffs in the very low statistic regime.
Registration number following "ICRC2015-I/" 842
Collaboration H.E.S.S.

Primary author

Mrs Lea Jouvin (APC)

Co-authors

Mr Anne Lemiere (APC) Mr Christopher Van Eldik (ECAP) Mr Igor Oya (Humboldt-Universität) Mr Regis Terrier (APC) Stefan Ohm (Desy)

Presentation materials

There are no materials yet.