Finite Mixture Models (Wiley Series in Probability and Statistics)
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Word Count
114,000 words, Guess
Page Count
456 pages
Identifiers
- Open LibraryOL7598537M
- ISBN-139780471006268
- ISBN-100471006262
- OCLC Control Number44425416
- Internet Archivefinitemixturemod00geof
and 3 more
- Library of Congress Control Number00043324
- LibraryThing2216629
- Goodreads1794315
Classifications
- LCCQA273.6.M395 2001
Description
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.
First Sentence
Finite mixtures of distributions have provided a mathematical-based approach to the statistical modeling of a wide variety of random phenomena.
Subjects
Other Editions
- Finite Mixture Models (Wiley Series in Probability and Statistics)
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