Statistical Challenges in Astronomy (Paperback, Softcover reprint of the original 1st ed. 2003)

Digital sky surveys, data from orbiting telescopes, and advances in computation have increased the quantity and quality of astronomical data by several orders of magnitude in recent years. Making sense of this wealth of data requires sophisticated statistical and data analytic techniques. Fortunately, statistical methodologies have similarly made great strides in recent years. Powerful synergies thus emerge when astronomers and statisticians join in examining astrostatistical problems and approaches. The volume focuses on several themes: .The increasing power of Bayesian approaches to modeling astronomical data .The growth of enormous databases, leading an emerging federated Virtual Observatory, and their impact on modern astronomical research .Statistical modeling of critical datasets, such as galaxy clustering and fluctuations in the microwave background radiation, leading to a new era of precision cosmology .Methodologies for uncovering clusters and patterns in multivariate data .The characterization of multiscale patterns in imaging and time series data As in earlier volumes in this series, research contributions discussing topics in one field are joined with commentary from scholars in the other. Short contributed papers covering dozens of astrostatistical topics are also included."

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Release date:	December 2010
First published:	2003
Editors:	Eric D. Feigelson • Jogesh Babu
Dimensions:	235 x 155 x 27mm (L x W x T)
Format:	Paperback
Pages:	506
Edition:	Softcover reprint of the original 1st ed. 2003
ISBN-13:	978-1-4419-3048-4
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Science & Mathematics > Astronomy, space & time > General Books > Science & Mathematics > Physics > Relativity physics > General Books > Professional & Technical > Other technologies > Space science > Astronautics
LSN:	1-4419-3048-5
Barcode:	9781441930484

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