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In using a computer experiment to calculate the time correlation function of some dynamical variable, the ensemble average over an equilibrium distribution in phase space often is replaced by a time average over a finite interval T. It is shown here that the statistical uncertainty due to this kind of average is of the order of 1{T^1{2}}. The coefficient of the square root is related to a characteristic relaxation time of the correlation function. If only time averaging is performed, the resulting statistical uncertainty in typical computer experiments may be of the order of 20%.
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Zwanzig et al. (Thu,) studied this question.
synapsesocial.com/papers/6a0baf6371bf22a7f695e8e8 — DOI: https://doi.org/10.1103/physrev.182.280
Robert Zwanzig
University of Maryland, College Park
Narinder K. Ailawadi
Freie Universität Berlin
Physical Review
University of Maryland, College Park
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