The poweRlaw package: a general overview

نویسنده

  • Colin S. Gillespie
چکیده

The poweRlaw package provides code to fit heavy tailed distributions, including discrete and continuous power-law distributions. The fitting procedure follows the method detailed in Clauset et al.1. The parameter 1 A. Clauset, C.R. Shalizi, and M.E.J. Newman. Power-law distributions in empirical data. SIAM review, 51(4):661– 703, 2009 values are obtained by maximising the likelihood. The cut-off value, xmin, is estimated by minimising the Kolmogorov-Smirnoff statistic.

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تاریخ انتشار 2009