Skew-Elliptical Distributions and Their Applications

A Journey Beyond Normality

Marc G. Genton, Marc G. Genton (Texas A&M University, College Station, USA), Marie Davidian (North Carolina State University, Raleigh, USA) , Dipak K. Dey (University of Connecticut, Storrs, USA University of Connecticut, Storrs, USA)

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English

Chapman & Hall/CRC
30 June 2020

Probability & statistics; Biology, life sciences

This book reviews the state-of-the-art advances in skew-elliptical distributions and provides many new developments in a single volume, collecting theoretical results and applications previously scattered throughout the literature. The main goal of this research area is to develop flexible parametric classes of distributions beyond the classical normal distribution. The book is divided into two parts. The first part discusses theory and inference for skew-elliptical distribution. The second part examines applications and case studies, including areas such as economics, finance, oceanography, climatology, environmetrics, engineering, image processing, astronomy, and biomedical science.

Contributions by: Marie Davidian (North Carolina State University Raleigh USA), Dipak K. Dey (University of Connecticut, Storrs, USA University of Connecticut, Storrs, USA), Reinaldo B. Arellano-Valle
Edited by: Marc G. Genton, Marc G. Genton (Texas A&M University, College Station, USA)
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 453g
ISBN: 9780367578312
ISBN 10: 036757831X
Pages: 420
Publication Date: 30 June 2020
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Marc G. Genton