Modern Statistical Methods for Astronomy With R Applications

ISBN-10: 052176727X
ISBN-13: 9780521767279
Edition: 2012
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Description: Modern astronomical research is beset with a vast range of statistical challenges, ranging from reducing data from megadatasets to characterizing an amazing variety of variable celestial objects or testing astrophysical theory. Yet most astronomers  More...

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Book details

List price: $195.00
Copyright year: 2012
Publisher: Cambridge University Press
Publication date: 7/12/2012
Binding: Hardcover
Pages: 490
Size: 7.75" wide x 10.00" long x 1.00" tall
Weight: 2.948
Language: English

Modern astronomical research is beset with a vast range of statistical challenges, ranging from reducing data from megadatasets to characterizing an amazing variety of variable celestial objects or testing astrophysical theory. Yet most astronomers still use a narrow suite of traditional statistical methods. Linking astronomy to the world of modern statistics, this volume is a unique resource, introducing astronomers to advanced statistics through ready-to-use code in the public domain R statistical software environment. The book presents fundamental results of probability theory and statistical inference, before exploring several fields of applied statistics, such as data smoothing, regression, multivariate analysis and classification, treatment of nondetections, time series analysis and spatial point processes. It applies the methods discussed to contemporary astronomical research datasets using the R statistical software, making it invaluable for graduate students and researchers facing complex data analysis tasks.

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