15 citations · 69 across the 9 of their papers we have counts for
Showing stat.MEShow all
3 papers · 1 filter
stat.ME2023
Balancing Approach for Causal Inference at Scale
Sicheng Lin, Meng Xu, Xi Zhang +3
With the modern software and online platforms to collect massive amount of data, there is an increasing demand of applying causal inference methods at large scale when randomized e…
stat.ME2021★ 7 cited
Distributed Bootstrap for Simultaneous Inference Under High Dimensionality
Yang Yu, Shih-Kang Chao, Guang Cheng
We propose a distributed bootstrap method for simultaneous inference on high-dimensional massive data that are stored and processed with many machines. The method produces an $\ell…
stat.ME2015
Factorisable Multitask Quantile Regression
Shih-Kang Chao, Wolfgang Karl Härdle, Ming Yuan
A multivariate quantile regression model with a factor structure is proposed to study data with many responses of interest. The factor structure is allowed to vary with the quantil…