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Springer Inference for Functional Data with Applications Book

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Description

Inference for Functional Data with Applications provides a comprehensive look at modern statistical methods and theory. This volume is designed for professionals and researchers needing to apply functional data analysis to complex problems in fields such as geosciences, finance, economics, and biology. The text focuses on inference based on second order statistics, with a specific focus on functional principal component analysis. While it covers the fundamentals of independent and identically distributed functional data, it offers unique depth regarding dependent functional data structures. This includes specialized coverage of functional time series and spatially indexed functions, making it a valuable resource for advanced statistical study.

Key Features

Covers essential statistical methods and theory for applying functional data analysis to real-world problems.

Provides detailed insights into geosciences, finance, economics, and biology applications.

Focuses on inference based on second order statistics and functional principal component analysis.

Includes in depth coverage of dependent functional data structures.

Explores specialized topics like functional time series and spatially indexed functions.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
09 May 2012
Listed Since
10 February 2012

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