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 s...
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| Format: | eBook |
| Language: | English |
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New York :
Wiley,
©2000.
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| Series: | Wiley series in probability and statistics. Applied probability and statistics.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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. |
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| Physical Description: | 1 online resource (xxii, 419 pages) : illustrations |
| Bibliography: | Includes bibliographical references (pages 349-393) and indexes. |
| ISBN: | 047165406X 9780471654063 0471006262 9780471006268 0471721182 9780471721185 |