184 citations · 449 across the 32 of their papers we have counts for
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math.ST2016★ 6 cited
Two-sample testing in non-sparse high-dimensional linear models
Yinchu Zhu, Jelena Bradic
In analyzing high-dimensional models, sparsity of the model parameter is a common but often undesirable assumption. In this paper, we study the following two-sample testing problem…
math.ST2016
Robust Confidence Intervals in High-Dimensional Left-Censored Regression
Jelena Bradic, Jiaqi Guo
This paper develops robust confidence intervals in high-dimensional and left-censored regression. Type-I censored regression models are extremely common in practice, where a compet…