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Reference Priors for Matrix-Variate Dynamic Linear Models

Communications in Statistics - Theory and Methods, 2008
We develop reference analysis for matrix-variate dynamic models with unknown observation covariance matrices. Bayesian algorithms for forecasting, estimation, and filtering are derived. This work extends the existing theory of reference analysis for univariate dynamic linear models, and thus it proposes a solution to the specification of the prior ...
openaire   +2 more sources

Reference Priors via α-Divergence for a Certain Non-Regular Model in the Presence of a Nuisance Parameter

Journal of Statistical Planning and Inference, 2021
Shintaro Hashimoto
exaly  

Reference prior and generative prior linked distorted old photos restoration

Journal of Image and Graphics, 2022
Liu Jixin, Chen Rui, An Shipeng
openaire   +1 more source

Some Remarks on Noninformative Priors

Journal of the American Statistical Association, 1995
Malay Ghosh, Gauri Datta
exaly   +2 more sources

Reference Priors When the Stopping Rule Depends on the Parameter of Interest

Journal of the American Statistical Association, 1993
Keying Ye
exaly  

Analysis of Frechet Distribution Using Reference Priors

Communications in Statistics - Theory and Methods, 2015
Yincai Tang, Kamran Abbas
exaly  

Reference Priors for a Product of Normal Means When Variances Are Unknown

Canadian Journal of Statistics, 1999
Keying Ye, Dongchu Sun
exaly  

On the Invariance of Noninformative Priors

Annals of Statistics, 1996
Malay Ghosh, Gauri Datta
exaly  

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