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20182026
most citedDistribution-free and Model-free Multivariate Feature Screening via Multivariate Rank Distance Correlation

11 citations · 17 across the 11 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

stat.ME2018★ 4 cited

Strong Sure Screening of Ultra-high Dimensional Categorical Data

Randall Reese, Xiaotian Dai, Guifang Fu

Feature screening for ultra high dimensional feature spaces plays a critical role in the analysis of data sets whose predictors exponentially exceed the number of observations. Suc…

stat.ME2018★ 2 cited

Strong Sure Screening of Ultra-high Dimensional Data with Interaction Effects

Randall Reese, Xiaotian Dai, Guifang Fu

Ultrahigh dimensional data sets are becoming increasingly prevalent in areas such as bioinformatics, medical imaging, and social network analysis. Sure independent screening of suc…