Abstract | ||
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Recent developments in the area of mixture models are introduced, reviewed and discussed. The paper introduces this special issue on mixture models, which touches upon a diversity of developments which were the topic of a recent conference on mixture models, taken place in Hamburg, July 2001. These developments include issues in nonparametric maximum likelihood theory, the number of components problem, the non-standard distribution of the likelihood ratio for mixture models, computational issues connected with the EM algorithm, several special mixture models and application studies. |
Year | DOI | Venue |
---|---|---|
2003 | 10.1016/S0167-9473(02)00161-5 | Computational Statistics & Data Analysis |
Keywords | Field | DocType |
nonparametric maximum likelihood,special mixture model,likelihood ratio,number of components,nonparametric maximum likelihood theory,mixture model,application study,unobserved heterogeneity,application studies,recent conference,components problem,special issue,recent development,em algorithm | Econometrics,Expectation–maximization algorithm,Nonparametric maximum likelihood,Statistics,Mixture model,Mathematics | Journal |
Volume | Issue | ISSN |
41 | 3-4 | Computational Statistics and Data Analysis |
Citations | PageRank | References |
27 | 8.38 | 25 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Dankmar Böhning | 1 | 50 | 13.62 |
Wilfried Seidel | 2 | 38 | 10.02 |