Maximum Likelihood Estimation of Nonnegative Trigonometric Sum Models Using a Newton-like Algorithm on Manifolds
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arXiv
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| Hauptverfasser: | , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2010
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| _version_ | 1866929666083782656 |
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| author | Fernández-Durán J., J. Gregorio-Domínguez M, M. |
| author_facet | Fernández-Durán J., J. Gregorio-Domínguez M, M. |
| contents | In Fernández-Durán (2004), a new family of circular distributions based on nonnegative trigonometric sums (NNTS models) is developed. Because the parameter space of this family is the surface of the hypersphere, an efficient Newton-like algorithm on manifolds is generated in order to obtain the maximum likelihood estimates of the parameters. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_1010_6098 |
| institution | arXiv |
| publishDate | 2010 |
| record_format | arxiv |
| spellingShingle | Maximum Likelihood Estimation of Nonnegative Trigonometric Sum Models Using a Newton-like Algorithm on Manifolds Fernández-Durán J., J. Gregorio-Domínguez M, M. Computation Primary 49M15, 62G07, secondary 49Q99 In Fernández-Durán (2004), a new family of circular distributions based on nonnegative trigonometric sums (NNTS models) is developed. Because the parameter space of this family is the surface of the hypersphere, an efficient Newton-like algorithm on manifolds is generated in order to obtain the maximum likelihood estimates of the parameters. |
| title | Maximum Likelihood Estimation of Nonnegative Trigonometric Sum Models Using a Newton-like Algorithm on Manifolds |
| topic | Computation Primary 49M15, 62G07, secondary 49Q99 |
| url | https://arxiv.org/abs/1010.6098 |