Spatiotemporal data analysis (Book, 2012) []
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Spatiotemporal data analysis

Spatiotemporal data analysis

Author: Gidon Eshel
Publisher: Princeton, N.J. : Princeton University Press, ©2012.
Edition/Format:   Print book : EnglishView all editions and formats
"A severe thunderstorm morphs into a tornado that cuts a swath of destruction through Oklahoma. How do we study the storm's mutation into a deadly twister? Avian flu cases are reported in China. How do we characterize the spread of the flu, potentially preventing an epidemic? The way to answer important questions like these is to analyze the spatial and temporal characteristics--origin, rates, and frequencies--of  Read more...

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Document Type: Book
All Authors / Contributors: Gidon Eshel
ISBN: 9780691128917 069112891X
OCLC Number: 724663242
Description: xvi, 317 pages : illustrations ; 24 cm
Contents: Foundations: Introduction and motivation ; Notation and basic operations ; Matrix properties, fundamental spaces, orthogonality ; Introduction to eigenanalysis ; The algebraic operation of SVD --
Methods of data analysis: The gray world of practical data analysis : an Introduction to part 2 ; Statistics in deterministic sciences : an introduction ; Autocorrelation ; Regression and least squares ; The fundamental theorem of linear algebra ; Empirical orthogonal functions ; The SVD analysis of two fields ; Suggested homework.
Responsibility: Gidon Eshel.


Introduces advanced undergraduate students, graduate students, and researchers to the statistical and algebraic methods used to analyze spatiotemporal data in a range of fields, including climate  Read more...


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"I believe practitioners and theoreticians from many diverse fields will find the book comprehensive, detailed and beneficial. The material is applicable to a broad range of topics, and the author Read more...

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