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.

שנה

2000

שפה

English

הוצאה

Wiley-Interscience

מהדורות

6

עמודים

456

ISBN

9780471006268

מקור הנתונים: Wikidata