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

By Anna Maria Paganoni,Piercesare Secchi

The booklet is addressed to statisticians operating on the vanguard of the statistical research of advanced and excessive dimensional information and gives a wide selection of statistical versions, machine in depth equipment and functions: community inference from the research of excessive dimensional facts; new advancements for bootstrapping advanced facts; regression research for measuring the downsize reputational possibility; statistical equipment for learn at the human genome dynamics; inference in non-euclidean settings and for form information; Bayesian tools for reliability and the research of complicated information; methodological matters in utilizing administrative info for medical and epidemiological examine; regression types with differential regularization; geostatistical tools for mobility research via cell phone information exploration. This quantity is the results of a cautious choice one of the contributions offered on the convention "S.Co.2013: complicated facts 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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Advances in Complex Data Modeling and Computational Methods in Statistics (Contributions to Statistics) by Anna Maria Paganoni,Piercesare Secchi

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