3 citations · 7 across the 5 of their papers we have counts for
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math.ST2019★ 3 cited
Complex sampling designs: uniform limit theorems and applications
Qiyang Han, Jon A. Wellner
In this paper, we develop a general approach to proving global and local uniform limit theorems for the Horvitz-Thompson empirical process arising from complex sampling designs. Gl…
math.ST2019
Limit distribution theory for block estimators in multiple isotonic regression
Qiyang Han, Cun-Hui Zhang
We study limit distributions for the tuning-free max-min block estimator originally proposed in [FLN17] in the problem of multiple isotonic regression, under both fixed lattice des…
math.ST2019
Set structured global empirical risk minimizers are rate optimal in general dimensions
Qiyang Han
Entropy integrals are widely used as a powerful empirical process tool to obtain upper bounds for the rates of convergence of global empirical risk minimizers (ERMs), in standard s…