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Power Laws: A Statistical Trek
Hardcover
Series: Understanding Complex Systems
Technology & EngineeringPhysicsProbability & Statistics
ISBN13: 9783030332341
Publisher: Springer Nature
Published: Jan 4 2020
Pages: 203
Weight: 1.08
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English
This monograph is a comprehensive and cohesive exposition of power-law statistics. Following a bottom-up construction from a foundational bedrock - the power Poisson process - this monograph presents a unified study of an assortment of power-law statistics including: Pareto laws, Zipf laws, Weibull and Fréchet laws, power Lorenz curves, Lévy laws, power Newcomb-Benford laws, sub-diffusion and super-diffusion, and 1/f and flicker noises.
The bedrock power Poisson process, as well as the assortment of power-law statistics, are investigated via diverse perspectives: structural, stochastic, fractal, dynamical, and socioeconomic.
This monograph is poised to serve researchers and practitioners - from various fields of science and engineering - that are engaged in analyses of power-law statistics.
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