A Flexibly Conditional Screening Approach via a Nonparametric Quantile Partial Correlation

Considering the influence of conditional variables is crucial to statistical modeling, ignoring this may lead to misleading results. Recently, Ma, Li and Tsai proposed the quantile partial correlation (QPC)-based screening approach that takes into account conditional variables for ultrahigh dimensio...

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Bibliographic Details
Main Authors: Xiaochao Xia, Hao Ming
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/24/4638