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Gaussian Comparison Theorems for High-Dimensional Posterior Inference

Zou, Wenxuan et al.
arXiv (OAI Expanded) · Papers
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statistics-theory
We develop a Gaussian comparison theory for posterior inference in non-Gaussian high-dimensional models. The framework allows for model misspecification and does not require the posterior distribution itself to be approximately Gaussian. Working directly with likelihood processes on separable functi
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