Maximum likelihood estimation of the multivariate normal mixture model
| Autor: | Boldea, O., Magnus, J.R. |
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| Přispěvatelé: | Research Group: Econometrics, Econometrics and Operations Research |
| Jazyk: | angličtina |
| Rok vydání: | 2009 |
| Zdroj: | Journal of the American Statistical Association, 104(488), 1539-1549. Taylor and Francis Ltd. |
| ISSN: | 0162-1459 |
| Popis: | The Hessian of the multivariate normal mixture model is derived, and estimators of the information matrix are obtained, thus enabling consistent estimation of all parameters and their precisions. The usefulness of the new theory is illustrated with two examples and some simulation experiments. The newly proposed estimators appear to be superior to the existing ones. |
| Databáze: | OpenAIRE |
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