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Recent Advances in Functional Data Analysis and Related Topics (Contributions to Statistics) by A. Aguilera, M. C. Aguilera-Morillo (auth.), Frédéric Ferraty (eds.) is a nonfiction available to read on EtoBox.

What is Recent Advances in Functional Data Analysis and Related Topics (Contributions to Statistics) about?

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 Int

Who reads Recent Advances in Functional Data Analysis and Related Topics (Contributions to Statistics)?

Author

A. Aguilera, M. C. Aguilera-Morillo (auth.), Frédéric Ferraty (eds.)

Publisher

Physica-Verlag Heidelberg

Published

2011

Language

EN

ISBN

9783790827354

Category

nonfiction

Subjects

Mathematics, Medical, Stem