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Equipartitions and a Distribution for Numbers: A Statistical Model for Benford's Law
- Publication Year :
- 2015
- Publisher :
- arXiv, 2015.
-
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.
- Subjects :
- Principle of maximum entropy
FOS: Physical sciences
Probability and statistics
Statistical model
Upper and lower bounds
Conserved quantity
Power law
Combinatorics
Benford's law
Probability theory
Physics - Data Analysis, Statistics and Probability
Statistical physics
Data Analysis, Statistics and Probability (physics.data-an)
Mathematics
Subjects
Details
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....fb8ed5eabb7660c44e394c960c55da04
- Full Text :
- https://doi.org/10.48550/arxiv.1503.08259