Nair J The Fundamentals of Heavy Tails Properties, Emergence, Estimation 2022
Category: eBooks
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- date: 19 January 2023
- posted by: BeMyLove
Nair J The Fundamentals of Heavy Tails Properties, Emergence, Estimation 2022 | 9.32 MB
English | 265 Pages
Title: The Fundamentals of Heavy Tails: Properties, Emergence, and Estimation (Cambridge Series in Statistical and Probabilistic Mathematics Book 53)
Author: Jayakrishnan Nair
Year: 2022
Description:
Heavy tails –extreme events or values more common than expected –emerge everywhere: the economy, natural events, and social and information networks are just a few examples. Yet after decades of progress, they are still treated as mysterious, surprising, and even controversial, primarily because the necessary mathematical models and statistical methods are not widely known. This book, for the first time, provides a rigorous introduction to heavy-tailed distributions accessible to anyone who knows elementary probability. It tackles and tames the zoo of terminology for models and properties, demystifying topics such as the generalized central limit theorem and regular variation. It tracks the natural emergence of heavy-tailed distributions from a wide variety of general processes, building intuition. And it reveals the controversy surrounding heavy tails to be the result of flawed statistics, then equips readers to identify and estimate with confidence. Over 100 exercises complete this engaging package.
DOWNLOAD:
https://rapidgator.net/file/2c74fa1e6133034d88207aee32e1885b/Nair_J._The_Fundamentals_of_Heavy_Tails._Properties_Emergence_Estimation_2022.rar
https://uploadgig.com/file/download/2318D9c0505c955b/Nair_J._The_Fundamentals_of_Heavy_Tails._Properties_Emergence_Estimation_2022.rar
Heavy tails –extreme events or values more common than expected –emerge everywhere: the economy, natural events, and social and information networks are just a few examples. Yet after decades of progress, they are still treated as mysterious, surprising, and even controversial, primarily because the necessary mathematical models and statistical methods are not widely known. This book, for the first time, provides a rigorous introduction to heavy-tailed distributions accessible to anyone who knows elementary probability. It tackles and tames the zoo of terminology for models and properties, demystifying topics such as the generalized central limit theorem and regular variation. It tracks the natural emergence of heavy-tailed distributions from a wide variety of general processes, building intuition. And it reveals the controversy surrounding heavy tails to be the result of flawed statistics, then equips readers to identify and estimate with confidence. Over 100 exercises complete this engaging package.
DOWNLOAD:
https://rapidgator.net/file/2c74fa1e6133034d88207aee32e1885b/Nair_J._The_Fundamentals_of_Heavy_Tails._Properties_Emergence_Estimation_2022.rar
https://uploadgig.com/file/download/2318D9c0505c955b/Nair_J._The_Fundamentals_of_Heavy_Tails._Properties_Emergence_Estimation_2022.rar
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