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stat.ML2022
Posterior Consistency for Bayesian Relevance Vector Machines
Xiao Fang, Malay Ghosh
Statistical modeling and inference problems with sample sizes substantially smaller than the number of available covariates are challenging. Chakraborty et al. (2012) did a full hi…
math.ST2022★ 1 cited
High-dimensional properties for empirical priors in linear regression with unknown error variance
Xiao Fang, Malay Ghosh
We study full Bayesian procedures for high-dimensional linear regression. We adopt data-dependent empirical priors introduced in [1]. In their paper, these priors have nice posteri…