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

By Anna Maria Paganoni,Piercesare Secchi

The publication is addressed to statisticians operating on the vanguard of the statistical research of complicated and excessive dimensional information and gives a wide selection of statistical types, machine in depth tools and functions: community inference from the research of excessive dimensional info; new advancements for bootstrapping complicated info; regression research for measuring the downsize reputational chance; statistical equipment for study at the human genome dynamics; inference in non-euclidean settings and for form information; Bayesian equipment for reliability and the research of advanced info; methodological matters in utilizing administrative info for scientific and epidemiological learn; regression versions with differential regularization; geostatistical tools for mobility research via cellular phone info exploration. This quantity is the results of a cautious choice one of the contributions awarded on the convention "S.Co.2013: advanced information modeling and computationally in depth tools for estimation and prediction" held on the Politecnico di Milano, 2013. all of the papers released right here were carefully peer-reviewed.

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Advances in Complex Data Modeling and Computational Methods in Statistics (Contributions to Statistics) by Anna Maria Paganoni,Piercesare Secchi

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