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Although multifractals are rooted in probability, much of the related literature comes from the physics and mathematics arenas. Multifractals: Theory and Applications pulls together ideas from both areas using a language that makes them accessible and useful to statistical scientists. It provides a framework for the evaluation of statistical properties of estimates of the Renyi fractal dimensions and includes a detailed case study of spatial point patterns of earthquake locations. With its careful yet practical blend of multifractals, estimation methods, and applications, this book offers the…mehr

Produktbeschreibung
Although multifractals are rooted in probability, much of the related literature comes from the physics and mathematics arenas. Multifractals: Theory and Applications pulls together ideas from both areas using a language that makes them accessible and useful to statistical scientists. It provides a framework for the evaluation of statistical properties of estimates of the Renyi fractal dimensions and includes a detailed case study of spatial point patterns of earthquake locations. With its careful yet practical blend of multifractals, estimation methods, and applications, this book offers the unique opportunity to explore estimation methods from a statistical perspective.

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