1 citations · 1 across the 1 of their papers we have counts for
3 papers
stat.ME2026★ 1 cited
Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection
Chengde Qian, Guanghui Wang, Changliang Zou
Changepoint detection typically relies on a grid-search strategy for optimal data segmentation. When model fitting itself is expensive, repeatedly fitting a model on every candidat…
stat.ME2024
Conditional Testing based on Localized Conformal p-values
Xiaoyang Wu, Lin Lu, Zhaojun Wang +1
In this paper, we address conditional testing problems through the conformal inference framework. We define the localized conformal p-values by inverting prediction intervals and p…
stat.ME2024
Model-free controlled variable selection via data splitting
Yixin Han, Xu Guo, Changliang Zou
Addressing the simultaneous identification of contributory variables while controlling the false discovery rate (FDR) in high-dimensional data is a crucial statistical challenge. I…