Ecological Archives E089-052-A2

Ethan P. White, Brian J. Enquist, and Jessica L. Green. 2008. On estimating the exponents of power-law frequency distributions. Ecology 89:905–912.

Appendix C. Example of bias resulting from fitting discrete data with continuous maximum likelihood solutions.

FigC1
 

   FIG. C1. Comparison of discrete Pareto (gray) and continuous Pareto (dashed black) MLE fits to discrete Pareto data based on 10,000 Monte Carlo runs with λ = –2, a = 1, and n = 1000. Using the continuous Pareto significantly overestimates λ. In cases where the minimum value of x is >>1 the two estimates should eventually converge, but in most cases in ecology where data is discrete the minimum values of x will be too small for this approximation to be valid.


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