Model-free feature screening for ultrahigh-dimensional data conditional on some variables

DOI10.1007/s10463-016-0597-2zbMath1387.62076OpenAlexW2576836264MaRDI QIDQ1744707

Yi Liu, Qi Hua Wang

Publication date: 19 April 2018

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10463-016-0597-2

zbMATH Keywords

high-dimensional datafeature selectionsure screening propertyconditional distance correlation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Measures of association (correlation, canonical correlation, etc.) (62H20) Applications of statistics to social sciences (62P25)

Related Items (7)

Model-free survival conditional feature screening ⋮ Conditional distance correlation sure independence screening for ultra-high dimensional survival data ⋮ Model‐free conditional screening for ultrahigh‐dimensional survival data via conditional distance correlation ⋮ An Updated Literature Review of Distance Correlation and Its Applications to Time Series ⋮ Model-free conditional feature screening for ultra-high dimensional right censored data ⋮ Model-free feature screening via distance correlation for ultrahigh dimensional survival data ⋮ Conditional screening for ultrahigh-dimensional survival data in case-cohort studies

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