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math.ST2023
Multiple Testing under High-dimensional Dynamic Factor Model
Xinxin Yang, Lilun Du
Large-scale multiple testing under static factor models is widely used to detect sparse signals in high-dimensional data. However, static factor models are arguably too stringent b…
math.ST2014★ 26 cited
Single-index modulated multiple testing
Lilun Du, Chunming Zhang
In the context of large-scale multiple testing, hypotheses are often accompanied with certain prior information. In this paper, we present a single-index modulated (SIM) multiple t…