8 search results - page 1 / 2 » A maximum likelihood estimator for parameter distributions i... |
PROCEDIA
2010
13 years 3 months ago
2010
JSC
2006
13 years 4 months ago
2006
In statistics, mixture models consisting of several component subpopulations are used widely to model data drawn from heterogeneous sources. In this paper, we consider maximum lik...
BMCBI
2010
13 years 5 months ago
2010
Background: The importance of stochasticity in cellular processes having low number of molecules has resulted in the development of stochastic models such as chemical master equat...
DICTA
2009
13 years 6 months ago
2009
In many applied problems in the context of pattern recognition, the data often involve highly asymmetric observations. Normal mixture models tend to overfit when additional compone...
IPMI
2003
Springer
14 years 5 months ago
2003
Springer
The Gaussian distribution is the basis for many methods used in the statistical analysis of shape. One such method is principal component analysis, which has proven to be a powerfu...