Physics – High Energy Physics – High Energy Physics - Lattice
Scientific paper
2002-04-04
Phys.Rev. D65 (2002) 094512
Physics
High Energy Physics
High Energy Physics - Lattice
11 pages, 30 figure files (eps), some references added and updated, requires REVTeX 4.0 and prerequisites (AMS-LaTeX 2.0, grap
Scientific paper
10.1103/PhysRevD.65.094512
We study various aspects of extracting spectral information from time correlation functions of lattice QCD by means of Bayesian inference with an entropic prior, the maximum entropy method (MEM). Correlator functions of a heavy-light meson-meson system serve as a repository for lattice data with diverse statistical quality. Attention is given to spectral mass density functions, inferred from the data, and their dependence on the parameters of the MEM. We propose to employ simulated annealing, or cooling, to solve the Bayesian inference problem, and discuss practical issues of the approach.
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