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portada Heavy-Tailed Distributions and Robustness in Economics and Finance
Type
Physical Book
Author
Publisher
Language
English
Pages
119
Format
Paperback
Dimensions
23.4 x 15.6 x 0.7 cm
Weight
0.20 kg.
ISBN13
9783319168760
Categories

Heavy-Tailed Distributions and Robustness in Economics and Finance

Marat Ibragimov (Author) · Rustam Ibragimov (Author) · Johan Walden (Author) · Springer · Paperback

Heavy-Tailed Distributions and Robustness in Economics and Finance - Ibragimov, Marat ; Ibragimov, Rustam ; Walden, Johan

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Synopsis "Heavy-Tailed Distributions and Robustness in Economics and Finance"

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.

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