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Recent Advances in Robust Statistics: Theory and Applications

Autor: CLAUDIO AGOSTINELLI

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, India, Private Ltd

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

3 654 Kč

This book offers a collection of recent contributions and emerging ideas in the areas of robust stat...

Informace o knize

Autor

CLAUDIO AGOSTINELLI

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

201

EAN

9788132238768

ISBN

9788132238768

Enbook ID

19785053

Vydavatel

Springer, India, Private Ltd

Hmotnost

3285

Rozměry

155 x 235 x 235

Kompletní popis

This book offers a collection of recent contributions and emerging ideas in the areas of robust statistics presented at the International Conference on Robust Statistics 2015 (ICORS 2015) held in Kolkata during 12-16 January, 2015. The book explores the applicability of robust methods in other non-traditional areas which includes the use of new techniques such as skew and mixture of skew distributions, scaled Bregman divergences, and multilevel functional data methods; application areas being circular data models and prediction of mortality and life expectancy. The contributions are of both theoretical as well as applied in nature. Robust statistics is a relatively young branch of statistical sciences that is rapidly emerging as the bedrock of statistical analysis in the 21st century due to its flexible nature and wide scope. Robust statistics supports the application of parametric and other inference techniques over a broader domain than the strictly interpreted model scenarios employed in classical statistical methods. The aim of the ICORS conference, which is being organized annually since 2001, is to bring together researchers interested in robust statistics, data analysis and related areas. The conference is meant for theoretical and applied statisticians, data analysts from other fields, leading experts, junior researchers and graduate students. The ICORS meetings offer a forum for discussing recent advances and emerging ideas in statistics with a focus on robustness, and encourage informal contacts and discussions among all the participants. They also play an important role in maintaining a cohesive group of international researchers interested in robust statistics and related topics, whose interactions transcend the meetings and endure year round.