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Bayesian estimation of a covariance matrix with flexible prior specification

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Author Info

  • Chih-Wen Hsu

    ()

  • Marick Sinay

    ()

  • John Hsu

    ()

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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s10463-010-0314-5
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    Bibliographic Info

    Article provided by Springer in its journal Annals of the Institute of Statistical Mathematics.

    Volume (Year): 64 (2012)
    Issue (Month): 2 (April)
    Pages: 319-342

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    Handle: RePEc:spr:aistmt:v:64:y:2012:i:2:p:319-342

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    Web page: http://www.springerlink.com/link.asp?id=102845

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    Related research

    Keywords: Gibbs sampling; Hierarchical analysis; Importance sampling; Laplacian approximation; Markov Chain Monte Carlo; Matrix logarithm transformation; Metropolis–Hastings algorithm; Volterra integral equation;

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    1. Shawn Ni & Dongchu Sun, 2005. "Bayesian Estimates for Vector Autoregressive Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 105-117, January.
    2. Tom Leonard & John Hsu & Kam-Wah Tsui & James Murray, 1994. "Bayesian and likelihood inference from equally weighted mixtures," Annals of the Institute of Statistical Mathematics, Springer, vol. 46(2), pages 203-220, June.
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