Rase: A variable screening framework via random subspace ensembles

Y Tian, Y Feng - Journal of the American Statistical Association, 2023 - Taylor & Francis
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

[PDF][PDF] RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - 2021 - yangfeng.hosting.nyu.edu
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - arXiv e-prints, 2021 - ui.adsabs.harvard.edu
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - Journal of the American Statistical …, 2023 - econpapers.repec.org
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - Journal of the American Statistical Association, 2023 - ideas.repec.org
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - arXiv preprint arXiv:2102.03892, 2021 - arxiv.org
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - Journal of the American Statistical Association, 2023 - ingentaconnect.com
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - Journal of the American Statistical Association, 2023 - nyuscholars.nyu.edu
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …

[PDF][PDF] RaSE: A Variable Screening Framework via Random Subspace Ensembles

Y Tian, Y Feng - 2021 - yangfeng.hosting.nyu.edu
Variable screening methods have been shown to be effective in dimension reduction under
the ultra-high dimensional setting. Most existing screening methods are designed to rank the …