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A Smooth Nonparametric Estimate of a Mixing Distribution Using Mixtures of Gaussians.
- Source :
-
Journal of the American Statistical Association . Sep96, Vol. 91 Issue 435, p1141-1151. 11p. 3 Charts, 13 Graphs. - Publication Year :
- 1996
-
Abstract
- Proposes a method of estimating mixing distributions using maximum likelihood over the class of arbitrary mixtures of Gaussians. Constraint that the component variances be greater than or equal to some minimum value h; Extension of the estimate to include multivariate mixing distributions.
- Subjects :
- *GAUSSIAN distribution
*ESTIMATION theory
Subjects
Details
- Language :
- English
- ISSN :
- 01621459
- Volume :
- 91
- Issue :
- 435
- Database :
- Academic Search Index
- Journal :
- Journal of the American Statistical Association
- Publication Type :
- Academic Journal
- Accession number :
- 9610170613
- Full Text :
- https://doi.org/10.1080/01621459.1996.10476984