Finite Mixture Models
An up-to-date, comprehensive account of major issues in finite mixture modeling This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts. Major issues discussed in this book include identifiability pro…
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Produktdetails
Weitere Autoren: McLachlan, Geoffrey J.
- ISBN: 978-0-471-65406-3
- EAN: 9780471654063
- Produktnummer: 13807363
- Verlag: Wiley
- Sprache: Englisch
- Erscheinungsjahr: 2004
- Seitenangabe: 419 S.
- Plattform: PDF
- Masse: 20'922 KB
Über den Autor
GEOFFREY McLACHLAN, PhD, DSc, is Professor in the Department of Mathematics at the University of Queensland, Australia. DAVID PEEL, PhD, is a research fellow in the Department of Mathematics at the University of Queensland, Australia.
18 weitere Werke von David Peel:
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