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The superiority of Bayes estimators of the estimable function of regression coefficient matrix and the covariance matrix in multivariate linear model

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Publication:5368114
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DOI10.3969/J.ISSN.1000-5641.2017.01.001zbMATH Open1389.62047OpenAlexW2998092602MaRDI QIDQ5368114

Lei He, Jing Xu

Publication date: 20 October 2017


Full work available at URL: https://xblk.ecnu.edu.cn/EN/article/downloadArticleFile.do?attachType=PDF&id=25368



zbMATH Keywords

estimable functionBMSE criterionBMSEM criterionBPC criterionnormal-inverse Wishart prior


Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05) Bayesian inference (62F15) Analysis of variance and covariance (ANOVA) (62J10)



Related Items (2)

The superiorities of Bayes linear unbiased estimator in multivariate linear models ⋮ Bayesian modeling of several covariance matrices and some results on propriety of the posterior for linear regression with correlated and/or heterogeneous errors






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