Recent Advances in Functional Data Analysis and Related Topics

Name: Recent Advances in Functional Data Analysis and Related Topics
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783790828337
Price: 230.52 EUR
Availability: InStock

Автор: Frédéric Ferraty

Език:

Корици: С меки корици

Издател: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Наличност: Външен склад

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New technologies allow us to handle increasingly large datasets, while monitoring devices are becomi...

Информация за книгата

Автор

Frédéric Ferraty

Език

Английски език

Корици

Книга - С меки корици

Издадена

2013

страници

322

EAN

9783790828337

ISBN

3790828335

Enbook ID

02119256

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

522

Размери

155 x 235 x 19

Пълно описание

New technologies allow us to handle increasingly large datasets, while monitoring devices are becoming ever more sophisticated. This high-tech progress produces statistical units sampled over finer and finer grids. As the measurement points become closer, the data can be considered as observations varying over a continuum. This intrinsic continuous data (called functional data) can be found in various fields of science, including biomechanics, chemometrics, econometrics, environmetrics, geophysics, medicine, etc. The failure of standard multivariate statistics to analyze such functional data has led the statistical community to develop appropriate statistical methodologies, called Functional Data Analysis (FDA). Today, FDA is certainly one of the most motivating and popular statistical topics due to its impact on crucial societal issues (health, environment, etc). This is why the FDA statistical community is rapidly growing, as are the statistical developments . Therefore, it is necessary to organize regular meetings in order to provide a state-of-art review of the recent advances in this fascinating area. This book collects selected and extended papers presented at the second International Workshop of Functional and Operatorial Statistics (Santander, Spain, 16-18 June, 2011), in which many outstanding experts on FDA will present the most relevant advances in this pioneering statistical area. Undoubtedly, these proceedings will be an essential resource for academic researchers, master students, engineers, and practitioners not only in statistics but also in numerous related fields of application. §

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Recent Advances in Functional Data Analysis and Related Topics

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