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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, .......

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Mantovan, Pietro (Autor), Secchi, Piercesare (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Milano : Springer Milan : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Contributions to Statistics
Temas:
Acceso en línea:Texto Completo
Descripción
Sumario: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 statisticians working at the forefront of statistical analysis.
Descripción Física:X, 170 p. online resource.
ISBN:9788847013865