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Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior

Parameters in time series and other dynamic models often show complex range restrictions and their distributions may deviate substantially from multivariate normal or other standard parametric distributions. We use the truncated Dirichlet process (DP) as a non-parametric prior for such dynamic param...

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Bibliografiska uppgifter
Huvudupphovsmän: Chow, Sy-Miin, Tang, Niansheng, Yuan, Ying, Song, Xinyuan, Zhu, Hongtu
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2011
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3199348/
https://ncbi.nlm.nih.gov/pubmed/21506946
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1348/000711010X497262
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