High-dimensional interaction detection with false sign rate control
Year of publication: |
2022
|
---|---|
Authors: | Li, Daoji ; Kong, Yinfei ; Fan, Yingying ; Lv, Jinchi |
Subject: | False sign rate | High dimensionality | Interaction screening | Interaction selection | Nonconvex learning | Sure independence screening |
-
Towards optimal problem dependent generalization error bounds in statistical learning theory
Xu, Yunbei, (2025)
-
Semiparametric model averaging of ultra-high dimensional time series
Chen, Jia, (2015)
-
High-dimensional variable screening and bias in subsequent inference, with an empirical comparison
Bühlmann, Peter, (2014)
- More ...
-
Panning for gold : ‘model‐X’ knockoffs for high dimensional controlled variable selection
Candès, Emmanuel, (2018)
-
Asymptotic Equivalence of Regularization Methods in Thresholded Parameter Space
Fan, Yingying, (2013)
-
High dimensional thresholded regression and shrinkage effect
Zheng, Zemin, (2014)
- More ...