Consistent Application of Maximum Entropy to Quantum-Monte-Carlo Data

Details Consistent Application of Maximum Entropy to Quantum-Monte-Carlo Data Consistent Application of Maximum Entropy to Quantum-Monte-Carlo Data

1995-03-17

arxiv.org/abs/cond-mat/9503098v1

Physics

Condensed Matter

13 pages, RevTeX, 2 uuencoded PostScript figures

Scientific paper

10.1088/0953-8984/8/21/013

Bayesian statistics in the frame of the maximum entropy concept has widely been used for inferential problems, particularly, to infer dynamic properties of strongly correlated fermion systems from Quantum-Monte-Carlo (QMC) imaginary time data. In current applications, however, a consistent treatment of the error-covariance of the QMC data is missing. Here we present a closed Bayesian approach to account consistently for the QMC-data.

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