Modern Statistical Methods for Astronomy: With R Applications - Hardcover

Feigelson, Eric D.; Babu, G. Jogesh

  • 3.43 out of 5 stars
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9780521767279: Modern Statistical Methods for Astronomy: With R Applications
Hardcover
ISBN 10: 052176727X ISBN 13: 9780521767279
Publisher: Cambridge University Press, 2012

Synopsis

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. 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. A link to the author's website for this book can be found at www.cambridge.org/msma. Material available on their website includes datasets, R code and errata.

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About the Authors

Eric D. Feigelson is a Professor in the Department of Astronomy and Astrophysics at Pennsylvania State University. He is a leading observational astronomer and has worked with statisticians for twenty-five years to bring advanced methodology to problems in astronomical research.

G. Jogesh Babu is Professor of Statistics and Director of the Center for Astrostatistics at Pennsylvania State University. He has made extensive contributions to probabilistic number theory, resampling methods, nonparametric methods, asymptotic theory and applications to biomedical research, genetics, astronomy and astrophysics.

"About this title" may belong to another edition of this title.

Publisher
Cambridge University Press
Publication date
2012
Language
English
ISBN 10 
052176727X
ISBN 13 
9780521767279
Binding
Hardcover
Edition number
1
Number of pages
490
Rating
  • 3.43 out of 5 stars
    7 ratings by Goodreads