Journal of the Korean Statistical Society, 2004-09, Vol.33 (3), p.255-269
2004
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Details
- Autor(en) / Beteiligte
- Titel
- Directional Log-Density Estimation
- Ist Teil von
- Journal of the Korean Statistical Society, 2004-09, Vol.33 (3), p.255-269
- Ort / Verlag
- 한국통계학회
- Erscheinungsjahr
- 2004
- Beschreibungen/Notizen
- This paper develops log-density estimation for directional data. The methodology is to use expansions with respect to spherical harmonics followed by estimating the unknown parameters by maximum likelihood. Minimax rates of convergence in terms of the Kullback-Leibler information divergence are obtained.
- Sprache
- Koreanisch
- Identifikatoren
- ISSN: 1226-3192eISSN: 2005-2863Titel-ID: cdi_kisti_ndsl_JAKO200412910521962
- Format
- –
- Schlagworte
- Kullback-Leibler information, maximum likelihood, minimax rates of convergence, spherical harmonics