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Advances in Complex Data Modeling and Computational Methods by Anna Maria Paganoni,Piercesare Secchi PDF

By Anna Maria Paganoni,Piercesare Secchi

The publication is addressed to statisticians operating on the leading edge of the statistical research of advanced and excessive dimensional information and provides a wide selection of statistical types, computing device extensive tools and purposes: community inference from the research of excessive dimensional facts; new advancements for bootstrapping complicated info; regression research for measuring the downsize reputational chance; statistical equipment for learn at the human genome dynamics; inference in non-euclidean settings and for form facts; Bayesian tools for reliability and the research of advanced info; methodological concerns in utilizing administrative info for scientific and epidemiological learn; regression types with differential regularization; geostatistical equipment for mobility research via cell phone info exploration. This quantity is the results of a cautious choice one of the contributions offered on the convention "S.Co.2013: complicated info modeling and computationally extensive tools for estimation and prediction" held on the Politecnico di Milano, 2013. the entire papers released the following were carefully peer-reviewed.

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