Advances in Complex Data Modeling and Computational Methods in Statistics

Name: Advances in Complex Data Modeling and Computational Methods in Statistics
Brand: Springer International Publishing AG
SKU: 9783319385372
Price: 1147 CZK
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Autor: Anna Maria Paganoni, Piercesare Secchi

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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The book is addressed to statisticians working at the forefront of the statistical analysis of compl...

Informace o knize

Autor

Anna Maria Paganoni, Piercesare Secchi

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

209

EAN

9783319385372

ISBN

3319385372

Enbook ID

13814830

Vydavatel

Springer International Publishing AG

Hmotnost

3401

Rozměry

155 x 235 x 13

Kompletní popis

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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Advances in Complex Data Modeling and Computational Methods in Statistics

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