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Iafrate, JR, Miller, SJ and Strauch, FW (2015)

Equipartitions and a distribution for numbers: A statistical model for Benford's law

Phys. Rev. E 91, 062138.

ISSN/ISBN: Not available at this time. DOI: 10.1103/PhysRevE.91.062138



Abstract: A statistical model for the fragmentation of a conserved quantity is analyzed, using the principle of maximum entropy and the theory of partitions. Upper and lower bounds for the restricted partitioning problem are derived and applied to the distribution of fragments. The resulting power law directly leads to Benford's law for the first digits of the parts.


Bibtex:
@article{, title = {Equipartitions and a distribution for numbers: A statistical model for Benford's law}, author = {Iafrate, Joseph R. and Miller, Steven J. and Strauch, Frederick W.}, journal = {Phys. Rev. E}, volume = {91}, issue = {6}, pages = {062138}, numpages = {6}, year = {2015}, month = {Jun}, publisher = {American Physical Society}, doi = {10.1103/PhysRevE.91.062138}, url = {https://link.aps.org/doi/10.1103/PhysRevE.91.062138} }


Reference Type: Journal Article

Subject Area(s): Probability Theory, Statistics