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Modern Statistical Methods for Astronomy

Modern Statistical Methods for Astronomy by Eric D. Feigelson
Publisher : Cambridge University Press
Release : 2012-07-12
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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"--

Statistics, Data Mining, and Machine Learning in Astronomy

Statistics, Data Mining, and Machine Learning in Astronomy by Željko Ivezić
Publisher : Princeton University Press
Release : 2014-01-12
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This book provides the interface between astronomical data analysis problems and modern statistical methods. It is aimed at physical and data-centric scientists who have an understanding of the science drivers for analyzing large data ...

Fundamentals of Modern Statistical Methods

Fundamentals of Modern Statistical Methods by Rand R. Wilcox
Publisher : Springer Science & Business Media
Release : 2010-03-18
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It plays a fundamental role in physics and astronomy as well as manufacturing, economics, meteorology, medicine, biology, agriculture, sociology, geodesy, anthropology, communications, accounting, education, and psychology.

Statistics, Data Mining, and Machine Learning in Astronomy

Statistics, Data Mining, and Machine Learning in Astronomy by Željko Ivezić
Publisher : Princeton University Press
Release : 2019-12-03
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This book provides a comprehensive and accessible introduction to the cutting-edge statistical methods needed to efficiently analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response ...

Astrostatistics

Astrostatistics by Gutti Jogesh Babu
Publisher : CRC Press
Release : 1996-08-01
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For astronomers, they introduce the statistical principles of nonparametrics, multivariate analysis, time series analysis, density estimation, and resampling methods. The second half of the book is organized by statistical topic.

Modern Statistical Methods

Modern Statistical Methods by Palmer Oliver Johnson
Publisher : Chicago : Rand McNally
Release : 1959
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These , together with the development of the principle of least squares , form the basis of modern analytical statistical methods , but the writers of that time apparently felt that they applied only to the field of astronomy .

Astrostatistical Challenges for the New Astronomy

Astrostatistical Challenges for the New Astronomy by Joseph M. Hilbe
Publisher : Springer Science & Business Media
Release : 2012-11-07
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tronomers who did employ inferential statistical methods to their data typically re- lied on some form of least squares algorithm. In large part this was a result of astronomy, and later astrophysics, moving ahead faster in discoveries ...

Statistical Challenges in Modern Astronomy V

Statistical Challenges in Modern Astronomy V by Eric D. Feigelson
Publisher : Springer Science & Business Media
Release : 2012-08-15
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This volume contains a selection of chapters based on papers to be presented at the Fifth Statistical Challenges in Modern Astronomy Symposium. The symposium will be held June 13-15th at Penn State University.

Applying Contemporary Statistical Techniques

Applying Contemporary Statistical Techniques by Rand R. Wilcox
Publisher : Gulf Professional Publishing
Release : 2003-01-06
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method . ' His second approach is now called the frequentist approach to statistical problems . It is described in Chapter 4 , it is covered in ... The first has to do with a classic problem in astronomy : Is the universe expanding ?

Statistical Methods for Physical Science

Statistical Methods for Physical Science by
Publisher : Academic Press
Release : 1994-12-13
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This volume of Methods of Experimental Physics provides an extensive introduction to probability and statistics in many areas of the physical sciences, with an emphasis on the emerging area of spatial statistics.

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