7 citations · 12 across the 4 of their papers we have counts for
4 papers
Model-Assisted Uniformly Honest Inference for Optimal Treatment Regimes in High Dimension
Yunan Wu, Lan Wang, Haoda Fu
This paper develops new tools to quantify uncertainty in optimal decision making and to gain insight into which variables one should collect information about given the potential c…
Resampling-based Confidence Intervals for Model-free Robust Inference on Optimal Treatment Regimes
Yunan Wu, Lan Wang
We propose a new procedure for inference on optimal treatment regimes in the model-free setting, which does not require to specify an outcome regression model. Existing model-free…
A Survey of Tuning Parameter Selection for High-dimensional Regression
Yunan Wu, Lan Wang
Penalized (or regularized) regression, as represented by Lasso and its variants, has become a standard technique for analyzing high-dimensional data when the number of variables su…
On equivalence of the LKJ distribution and the restricted Wishart distribution
Zhenxun Wang, Yunan Wu, Haitao Chu
In this paper, we want to show the Restricted Wishart distribution is equivalent to the LKJ distribution, which is one way to specify a uniform distribution from the space of posit…