Heavy-Tailed Distributions and Robustness in Economics and Finance 1

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Heavy-Tailed Distributions and Robustness in Economics and Finance

Marat Ibragimov • Rustam Ibragimov • Johan Walden

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119 sidor
2015

This book focuses on general frameworks for modeling heavy-tailed distributions in economics, finance, econometrics, statistics, risk management and insurance. A central theme is that of (non-)robustness, i.e., the fact that the presence of heavy tails can either reinforce or reverse the implications of a number of models in these fields, depending on the degree of heavy-tailed ness. These results motivate the development and applications of robust inference approaches under heavy tails, heterogeneity and dependence in observations. Several recently developed robust inference approaches are discussed and illustrated, together with applications.

Författare: Marat Ibragimov, Rustam Ibragimov, Johan Walden
Illustratör: Bibliographie
Format: Pocket/Paperback
ISBN: 9783319168760
Språk: Engelska
Antal sidor: 119
Utgivningsdatum: 2015-06-09
Förlag: Springer International Publishing AG