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11/15/2021
An Approach of Bayesian Variable Selection for Ultrahigh Dimensional Multivariate Regression
In many practices, scientists are particularly interested in detecting w...
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11/12/2021
High-Dimensional Functional Mixed-effect Model for Bilevel Repeated Measurements
The bilevel functional data under consideration has two sources of repea...
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11/12/2021
Epistasis Detection Via the Joint Cumulant
Selecting influential nonlinear interactive features from ultrahigh dime...
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10/07/2021
Distribution-free and Model-free Multivariate Feature Screening via Multivariate Rank Distance Correlation
Feature screening approaches are effective in selecting active features ...
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01/23/2018
Strong Sure Screening of Ultra-high Dimensional Data with Interaction Effects
Ultrahigh dimensional data sets are becoming increasingly prevalent in a...
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01/10/2018