E-Book
E-Book, Englisch, Band 131, 224 Seiten, eBook
Murtagh / Heck Multivariate Data Analysis
1987
ISBN: 978-94-009-3789-5
Verlag: Springer Netherland
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, Band 131, 224 Seiten, eBook
Reihe: Astrophysics and Space Science Library
ISBN: 978-94-009-3789-5
Verlag: Springer Netherland
Format: PDF
Kopierschutz: 1 - PDF Watermark
Interest in statistical methodology is increasing so rapidly in the astronomical community that accessible introductory material in this area is long overdue. This book fills the gap by providing a presentation of the most useful techniques in multivariate statistics.
A wide-ranging annotated set of general and astronomical bibliographic references follows each chapter, providing valuable entry-points for research workers in all astronomical sub-disciplines.
Although the applications considered focus on astronomy, the algorithms used can be applied to similar problems in other branches of science. Fortran programs are provided for many of the methods described.
A wide-ranging annotated set of general and astronomical bibliographic references follows each chapter, providing valuable entry-points for research workers in all astronomical sub-disciplines.
Although the applications considered focus on astronomy, the algorithms used can be applied to similar problems in other branches of science. Fortran programs are provided for many of the methods described.
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Foreword. 1. Data Coding and Initial Treatment. 2. Principal Components Analysis. 3. Cluster Analysis. 4. Discriminant Analysis. 5. Other Methods. 6. Case Study: IUE Low Dispersion Spectra. 7. Conclusion: Strategies for Analysing Data. Index.
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