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Advances in Complex Data Modeling and Computational Methods in Statistics

Language EnglishEnglish
Book Paperback
Book Advances in Complex Data Modeling and Computational Methods in Statistics Anna Maria Paganoni
Libristo code: 13814830
Publishers Springer International Publishing AG, August 2016
The book is addressed to statisticians working at the forefront of the statistical analysis of compl... Full description
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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.

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About the book

Full name Advances in Complex Data Modeling and Computational Methods in Statistics
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 209
EAN 9783319385372
ISBN 3319385372
Libristo code 13814830
Weight 3401
Dimensions 155 x 235 x 13
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