147 citations · 208 across the 22 of their papers we have counts for
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math.ST2014★ 14 cited
Adaptive Bayesian density regression for high-dimensional data
Weining Shen, Subhashis Ghosal
Density regression provides a flexible strategy for modeling the distribution of a response variable given predictors by letting that the conditio…
math.ST2014★ 2 cited
Adaptive Bayesian procedures using random series priors
Weining Shen, Subhashis Ghosal
We consider a prior for nonparametric Bayesian estimation which uses finite random series with a random number of terms. The prior is constructed through distributions on the numbe…