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 leading edge of the statistical research of complicated and excessive dimensional info and provides a large choice of statistical versions, desktop in depth tools and functions: community inference from the research of excessive dimensional facts; new advancements for bootstrapping complicated information; regression research for measuring the downsize reputational possibility; statistical tools for learn at the human genome dynamics; inference in non-euclidean settings and for form info; Bayesian tools for reliability and the research of complicated facts; methodological concerns in utilizing administrative information for medical and epidemiological examine; 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: advanced facts modeling and computationally in depth tools for estimation and prediction" held on the Politecnico di Milano, 2013. all of the papers released the following were carefully peer-reviewed.

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