ZIPF AND LERCH LIMIT OF BIRTH AND DEATH PROCESSES

Author:

Klar B.,Parthasarathy P. R.,Henze N.

Abstract

Birth and death processes are useful in a wide range of disciplines from computer networks and telecommunications to chemical kinetics and epidemiology. Data from many different areas such as linguistics, music, or warfare fit Zipf's law surprisingly well. The Lerch distribution generalizes Zipf's law and is applicable in survival and dispersal processes. In this article we construct a birth and death process that converges to the Lerch distribution in the limit as time becomes large, and we investigate the speed of convergence. This is achieved by employing continued fractions. Numerical illustrations are presented through tables and graphs.

Publisher

Cambridge University Press (CUP)

Subject

Industrial and Manufacturing Engineering,Management Science and Operations Research,Statistics, Probability and Uncertainty,Statistics and Probability

Reference20 articles.

1. Stochastic Processes for Insurance & Finance

2. Unified representation of Zipf distributions

3. 15. R Development Core Team (2007). R: A language and environment for statistical computing. R Foundation for Statistical Computing. Available from http://www.R-project.org.

4. A new discrete distrlbution, with applications to survival, dispersal and dispersion

5. The Rank-Frequency Form of Zipf's Law

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Structural properties of generalised Planck distributions;Journal of Statistical Distributions and Applications;2021-08-01

2. Computational methods for birth‐death processes;WIREs Computational Statistics;2018-01-02

3. Coupling bounds for approximating birth–death processes by truncation;Statistics & Probability Letters;2016-02

4. Sex, lies and self-reported counts: Bayesian mixture models for heaping in longitudinal count data via birth–death processes;The Annals of Applied Statistics;2015-06-01

5. Ramanujan theta functions and birth and death processes;Statistics & Probability Letters;2013-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3