5 citations · 17 across the 13 of their papers we have counts for
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stat.ME2018
MSP: A Multi-step Screening Procedure for Sparse Recovery
Yuehan Yang, Ji Zhu, Edward I. George
We propose a Multi-step Screening Procedure (MSP) for the recovery of sparse linear models in high-dimensional data. This method is based on a repeated small penalty strategy that…
math.ST2018★ 3 cited
Penalized regression adjusted causal effect estimates in high dimensional randomized experiments
Hanzhong Liu, Yuehan Yang
Regression adjustments are often considered by investigators to improve the estimation efficiency of causal effect in randomized experiments when there exists many pre-experiment c…