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Spatiotemporal data analysis

Eshel, Gidon, (1958-)

Spatiotemporal data analysis

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Spatiotemporal data analysis/ Gidon Eshel.
作者:	Eshel, Gidon,
出版者:	Princeton :Princeton University Press, : c2012.,
面頁冊數:	1 online resource (xvi, 317 p.) :ill. :
提要註:	"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 these phenomena. This comprehensive text 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 science, geophysics, ecology, astrophysics, and medicine. Gidon Eshel begins with a concise yet detailed primer on linear algebra, providing readers with the mathematical foundations needed for data analysis. He then fully explains the theory and methods for analyzing spatiotemporal data, guiding readers from the basics to the most advanced applications. This self-contained, practical guide to the analysis of multidimensional data sets features a wealth of real-world examples as well as sample homework exercises and suggested exams"--
標題:	Spatial analysis (Statistics) -
電子資源:	http://www.degruyter.com/isbn/9781400840632
ISBN:	9781400840632 (electronic bk.)

Spatiotemporal data analysis
Eshel, Gidon,1958-

Spatiotemporal data analysis[electronic resource] /Gidon Eshel. - Princeton :Princeton University Press,c2012. - 1 online resource (xvi, 317 p.) :ill.

Includes bibliographical references and index.

"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 these phenomena. This comprehensive text 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 science, geophysics, ecology, astrophysics, and medicine. Gidon Eshel begins with a concise yet detailed primer on linear algebra, providing readers with the mathematical foundations needed for data analysis. He then fully explains the theory and methods for analyzing spatiotemporal data, guiding readers from the basics to the most advanced applications. This self-contained, practical guide to the analysis of multidimensional data sets features a wealth of real-world examples as well as sample homework exercises and suggested exams"--

ISBN: 9781400840632 (electronic bk.)

LCCN: 2011032275Subjects--Topical Terms:

311073
Spatial analysis (Statistics)

LC Class. No.: QA278.2 / .E84 2012

Dewey Class. No.: 519.5/36

Spatiotemporal data analysis
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020 $a 9781400840632 (electronic bk.)
020 $z 9780691128917 (hardback)
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040 $a DLC $c DLC $d DLC
050 0 0 $a QA278.2 $b .E84 2012
082 0 0 $a 519.5/36 $2 23
100 1 $a Eshel, Gidon, $d 1958- $3 405968
245 1 0 $a Spatiotemporal data analysis $h [electronic resource] / $c Gidon Eshel.
260 $a Princeton : $b Princeton University Press, $c c2012.
300 $a 1 online resource (xvi, 317 p.) : $b ill.
504 $a Includes bibliographical references and index.
520 $a "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 these phenomena. This comprehensive text 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 science, geophysics, ecology, astrophysics, and medicine. Gidon Eshel begins with a concise yet detailed primer on linear algebra, providing readers with the mathematical foundations needed for data analysis. He then fully explains the theory and methods for analyzing spatiotemporal data, guiding readers from the basics to the most advanced applications. This self-contained, practical guide to the analysis of multidimensional data sets features a wealth of real-world examples as well as sample homework exercises and suggested exams"-- $c Provided by publisher.
588 $a Description based on print version record.
650 0 $a Spatial analysis (Statistics) $3 311073
856 4 0 $u http://www.degruyter.com/isbn/9781400840632

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