Modern Statistical Methods for GLAST Event Analysis
- USRA-RIACS, 444, Castro St, Suite 320, Mountain View, CA 94041 (United States)
- SLAC/KIPAC, Stanford University, Stanford, CA (United States)
We describe a statistical reconstruction methodology for the GLAST LAT. The methodology incorporates in detail the statistics of the interactions of photons and charged particles with the tungsten layers in the LAT, and uses the scattering distributions to compute the full probability distribution over the energy and direction of the incident photons. It uses model selection methods to estimate the probabilities of the possible geometrical configurations of the particles produced in the detector, and numerical marginalization over the energy loss and scattering angles at each layer. Preliminary results show that it can improve on the tracker-only energy estimates for muons and electrons incident on the LAT.
- OSTI ID:
- 21067240
- Journal Information:
- AIP Conference Proceedings, Vol. 921, Issue 1; Conference: 1. GLAST symposium, Stanford, CA (United States), 5-8 Feb 2007; Other Information: DOI: 10.1063/1.2757330; (c) 2007 American Institute of Physics; Country of input: International Atomic Energy Agency (IAEA); ISSN 0094-243X
- Country of Publication:
- United States
- Language:
- English
Similar Records
Performance of the Integrated Tracker Towers of the GLAST Large Area Telescope
The GLAST Large Area Telescope Detector Performance Monitoring