Lavoisier S.A.S.
14 rue de Provigny
94236 Cachan cedex
FRANCE

Heures d'ouverture 08h30-12h30/13h30-17h30
Tél.: +33 (0)1 47 40 67 00
Fax: +33 (0)1 47 40 67 02


Url canonique : www.lavoisier.fr/livre/mathematiques/recent-advances-in-robust-statistics-theory-and-applications/descriptif_3966939
Url courte ou permalien : www.lavoisier.fr/livre/notice.asp?ouvrage=3966939

Recent Advances in Robust Statistics: Theory and Applications, Softcover reprint of the original 1st ed. 2016

Langue : Anglais

Coordonnateurs : Agostinelli Claudio, Basu Ayanendranath, Filzmoser Peter, Mukherjee Diganta

Couverture de l’ouvrage Recent Advances in Robust Statistics: Theory and Applications

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.

CLAUDIO AGOSTINELLI is associate professor of statistics at the Department of Mathematics, University of Trento, Italy. He received his Ph.D. in statistics from the University of Padova, Italy, in 1998. Prior to joining the University of Trento, he was associate professor at the Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Italy. His principal area of research is robust statistics. He also works in statistical data depth, circular statistics and computational statistics with applications to paleoclimatology and environmental sciences. He has published over 35 research articles in international refereed journals. He is associate editor of Computational Statistics. He is member of the ICORS steering committee. 

AYANENDRANATH BASU is professor at the Interdisciplinary Statistical Research Unit of the Indian Statistical Institute, Kolkata, India. He received his M.Stat. from the Indian Statistical Institute in 1986, and his Ph.D. in statistics from the Pennsylvania State University in 1991. Prior to joining the Indian Statistical Institute, he was assistant professor at the Department of Mathematics, University of Texas at Austin, U.S.A. Apart from his primary interest in robust minimum distance inference, his research areas include applied multivariate analysis, categorical data analysis, statistical computing and biostatistics. He has published over 90 research articles in international refereed journals, has authored and edited several books and book chapters. He is a recipient of the C.R. Rao National Award in Statistics given by the Government of India. He is a Fellow of the National Academy of Sciences, India, and the West Bengal Academy of Science and Technology. He is a past editor of Sankhya, The Indian Journal of Statistics, Series B.
 
PETER FILZMOSER studied applied mathematics at the Vienna University of Technology, Austria, where he also wrot

Presents a diverse collection of research papers, specifically devoted to the subject of robustness

Discusses many new applications of and recent advances in robust methods

Explores the applications of robust methods beyond traditional areas

Includes supplementary material: sn.pub/extras

Date de parution :

Ouvrage de 201 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

Prix indicatif 168,79 €

Ajouter au panier

Date de parution :

Ouvrage de 201 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

Prix indicatif 168,79 €

Ajouter au panier