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

By Anna Maria Paganoni,Piercesare Secchi

The e-book is addressed to statisticians operating on the vanguard of the statistical research of complicated and excessive dimensional info and gives a wide selection of statistical types, machine in depth equipment and functions: community inference from the research of excessive dimensional info; new advancements for bootstrapping advanced info; regression research for measuring the downsize reputational threat; statistical equipment for examine 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 information for scientific and epidemiological learn; regression versions with differential regularization; geostatistical equipment for mobility research via cellphone info exploration. This quantity is the results of a cautious choice one of the contributions awarded on the convention "S.Co.2013: complicated information modeling and computationally in depth tools for estimation and prediction" held on the Politecnico di Milano, 2013. the entire papers released the following were conscientiously peer-reviewed.

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