Complex Data Modeling and Computationally Intensive Statistical Methods

The last years have seen the advent and development of many devices able to record and store an always increasing amount of complex and high dimensional data; 3D images generated by medical scanners or satellite remote sensing, DNA microarrays, real time financial data, system control datasets. The...

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Detalles Bibliográficos
Autores principales: Mantovan, Pietro, Secchi, Piercesare
Lenguaje:eng
Publicado: Springer 2010
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/978-88-470-1386-5
http://cds.cern.ch/record/1413012
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author Mantovan, Pietro
Secchi, Piercesare
author_facet Mantovan, Pietro
Secchi, Piercesare
author_sort Mantovan, Pietro
collection CERN
description The last years have seen the advent and development of many devices able to record and store an always increasing amount of complex and high dimensional data; 3D images generated by medical scanners or satellite remote sensing, DNA microarrays, real time financial data, system control datasets. The analysis of this data poses new challenging problems and requires the development of novel statistical models and computational methods, fueling many fascinating and fast growing research areas of modern statistics. The book offers a wide variety of statistical methods and is addressed to statistici
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2010
publisher Springer
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spelling cern-14130122021-04-22T00:43:21Zdoi:10.1007/978-88-470-1386-5http://cds.cern.ch/record/1413012engMantovan, PietroSecchi, PiercesareComplex Data Modeling and Computationally Intensive Statistical MethodsMathematical Physics and MathematicsThe last years have seen the advent and development of many devices able to record and store an always increasing amount of complex and high dimensional data; 3D images generated by medical scanners or satellite remote sensing, DNA microarrays, real time financial data, system control datasets. The analysis of this data poses new challenging problems and requires the development of novel statistical models and computational methods, fueling many fascinating and fast growing research areas of modern statistics. The book offers a wide variety of statistical methods and is addressed to statisticiSpringeroai:cds.cern.ch:14130122010
spellingShingle Mathematical Physics and Mathematics
Mantovan, Pietro
Secchi, Piercesare
Complex Data Modeling and Computationally Intensive Statistical Methods
title Complex Data Modeling and Computationally Intensive Statistical Methods
title_full Complex Data Modeling and Computationally Intensive Statistical Methods
title_fullStr Complex Data Modeling and Computationally Intensive Statistical Methods
title_full_unstemmed Complex Data Modeling and Computationally Intensive Statistical Methods
title_short Complex Data Modeling and Computationally Intensive Statistical Methods
title_sort complex data modeling and computationally intensive statistical methods
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-88-470-1386-5
http://cds.cern.ch/record/1413012
work_keys_str_mv AT mantovanpietro complexdatamodelingandcomputationallyintensivestatisticalmethods
AT secchipiercesare complexdatamodelingandcomputationallyintensivestatisticalmethods

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