Advances in Complex Data Modeling and Computational Methods.

ISBN 10: 3319111485 / ISBN 13: 9783319111483

Published by Springer, 2014

About this Item

Print on Demand.

Seller Inventory # 354916504

Bibliographic Details

• Title: Advances in Complex Data Modeling and Computational Methods.
• Publisher: Springer
• Publication Date: 2014
• Language: English
• ISBN 10: 3319111485
• ISBN 13: 9783319111483
• Binding: Hardcover
• Condition: New

About this title

Synopsis

The book is addressed to statisticians working at the forefront of the statistical analysis of complex and high dimensional data and offers a wide variety of statistical models, computer intensive methods and applications: network inference from the analysis of high dimensional data; new developments for bootstrapping complex data; regression analysis for measuring the downsize reputational risk; statistical methods for research on the human genome dynamics; inference in non-euclidean settings and for shape data; Bayesian methods for reliability and the analysis of complex data; methodological issues in using administrative data for clinical and epidemiological research; regression models with differential regularization; geostatistical methods for mobility analysis through mobile phone data exploration. This volume is the result of a careful selection among the contributions presented at the conference "S.Co.2013: Complex data modeling and computationally intensive methods for estimation and prediction" held at the Politecnico di Milano, 2013. All the papers published here have been rigorously peer-reviewed.