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W-Kernel and Its Principal Space for Frequentist Evaluation of Bayesian Estimators

Iba, Yukito
arXiv (All) · Papers
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machine-learningmethodologystatistical-mechanics
Evaluating the variability of posterior estimates is a key aspect of Bayesian model assessment. In this study, we focus on the posterior covariance matrix W, defined through the log likelihoods of individual observations. Previous studies, notably MacEachern and Peruggia (2002) and Thomas et al. (20
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