36 citations · 92 across the 17 of their papers we have counts for
4 papers · 1 filter
Statistical Inference for Bayesian Risk Minimization via Exponentially Tilted Empirical Likelihood
Rong Tang, Yun Yang
The celebrated Bernstein von-Mises theorem ensures that credible regions from Bayesian posterior are well-calibrated when the model is correctly-specified, in the frequentist sense…
Model-based Statistical Depth with Applications to Functional Data
Weilong Zhao, Zishen Xu, Yun Yang +1
Statistical depth, a commonly used analytic tool in non-parametric statistics, has been extensively studied for multivariate and functional observations over the past few decades.…
Joint estimation of quantile planes over arbitrary predictor spaces
Yun Yang, Surya Tokdar
In spite of the recent surge of interest in quantile regression, joint estimation of linear quantile planes remains a great challenge in statistics and econometrics. We propose a n…
Bayesian Conditional Tensor Factorizations for High-Dimensional Classification
Yun Yang, David B. Dunson
In many application areas, data are collected on a categorical response and high-dimensional categorical predictors, with the goals being to build a parsimonious model for classifi…