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 #  AuthorTitleAccn#YearItem Type Claims
1 Asis Kumar Chattopadhyay Statistical methods for astronomical data analysis 026009 2014 Book  
2 Luis Manuel Sarro (ed.) Astrostatistics and data mining: Proceedings of the Astrostatistics and Data Mining in Large Astronomical Databases conference a 025409 2012 Book  
3 G. Joseph Babu Astrostatistics 014530 1996 Book  
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TitleStatistical methods for astronomical data analysis
Author(s)Asis Kumar Chattopadhyay;Tanuka Chattopadhyay
PublicationNew York, Springer, 2014.
Descriptionxiii, 349p.
Series(Springer Series in Astrostatistics)
Abstract NoteThis book introduces 'Astrostatistics' as a subject in its own right with rewarding examples, including work by the authors with galaxy and Gamma Ray Burst data to engage the reader. This includes a comprehensive blending of Astrophysics and Statistics. The first chapter's coverage of preliminary concepts and terminologies for astronomical phenomenon will appeal to both Statistics and Astrophysics readers as helpful context. Statistics concepts covered in the book provide a methodological framework. A unique feature is the inclusion of different possible sources of astronomical data, as well as software packages for converting the raw data into appropriate forms for data analysis. Readers can then use the appropriate statistical packages for their particular data analysis needs. The ideas of statistical inference discussed in the book help readers determine how to apply statistical tests. The authors cover different applications of statistical techniques already developed or specifically introduced for astronomical problems, including regression techniques, along with their usefulness for data set problems related to size and dimension. Analysis of missing data is an important part of the book because of its significance for work with astronomical data. Both existing and new techniques related to dimension reduction and clustering are illustrated through examples. There is detailed coverage of applications useful for classification, discrimination, data mining and time series analysis. Later chapters explain simulation techniques useful for the development of physical models where it is difficult or impossible to collect data. Finally, coverage of the many R programs for techniques discussed makes this book a fantastic practical reference. Readers may apply what they learn directly to their data sets in addition to the data sets included by the authors.
ISBN,Price9781493915064 : Euro 84.99(HB)
Classification520.88:519.2
Keyword(s)1. ASTRONOMICAL DATA 2. ASTROSTATISTICS
Item TypeBook

Circulation Data
Accession#  Call#StatusIssued ToReturn Due On Physical Location
026009   520.88:519.2/CHA/026009  Issued M001: Manish 26/Dec/2022

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TitleAstrostatistics and data mining: Proceedings of the Astrostatistics and Data Mining in Large Astronomical Databases conference and school held in La Palma in 2011
Author(s)Luis Manuel Sarro (ed.);Laurent Eyer (ed.);William O'Mullane (ed.);Joris De Ridder (ed.)
PublicationNew York, Springer, 2012.
Descriptionxi, 270p.
Series(Springer Series in Astrostatistics)
Abstract NoteThis volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical analysis of astronomical data. It presents examples of the application of the various methodologies now available to current open issues in astronomical research. The technical aspects related to the scientific analysis of the upcoming petabyte-scale databases are emphasized given the importance that scalable Knowledge Discovery techniques will have for the full exploitation of these databases. Based on the 2011 Astrostatistics and Data Mining in Large Astronomical Databases conference and school, this volume gathers examples of the work by leading authors in the areas of Astrophysics and Statistics, including a significant contribution from the various teams that prepared for the processing and analysis of the Gaia data.
ISBN,Price9781461433224 : Euro 99.95(HB)
Classification52-17: 681.324
Keyword(s)1. ASTROSTATISTICS 2. DATA MINING 3. STATISTICAL ANALYSIS
Item TypeBook

Circulation Data
Accession#  Call#StatusIssued ToReturn Due On Physical Location
025409   52-17: 681.324/SAR/025409  On Shelf    

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TitleAstrostatistics
Author(s)G. Joseph Babu;Eric D. Feigelson
PublicationLondon, Chapman and Hall, 1996.
ISBN,Price0-412-98391-5
Classification52-17
Keyword(s)1. ASTRONOMICAL STATISTICS 2. ASTROSTATISTICS
Item TypeBook

Circulation Data
Accession#  Call#StatusIssued ToReturn Due On Physical Location
014530   52-17/BABU/014530  On Shelf    

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