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20222026
most citedDebiased regression adjustment in completely randomized experiments with moderately high-dimensional covariates

2 citations · 6 across the 9 of their papers we have counts for

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2 papers · 1 filter

stat.ME2024

Adjusting auxiliary variables under approximate neighborhood interference

Xin Lu, Yuhao Wang, Zhiheng Zhang

Randomized experiments are the gold standard for causal inference. However, traditional assumptions, such as the Stable Unit Treatment Value Assumption (SUTVA), often fail in real-…

math.ST2024

Minimax estimation of functionals in sparse vector model with correlated observations

Yuhao Wang, Pengkun Yang, Alexandre B. Tsybakov

We consider the observations of an unknown -sparse vector corrupted by Gaussian noise with zero mean and unknown covariance matrix . We propos…