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03/16/2023
High-Dimensional Penalized Bernstein Support Vector Machines
The support vector machines (SVM) is a powerful classifier used for bina...
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06/24/2022
Efficient Penalized Generalized Linear Mixed Models for Variable Selection and Genetic Risk Prediction in High-Dimensional Data
Sparse regularized regression methods are now widely used in genome-wide...
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09/29/2021
A copula-based set-variant association test for bivariate continuous or mixed phenotypes
In genome wide association studies (GWAS), researchers are often dealing...
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01/18/2021
Detecting differentially methylated regions in bisulfite sequencing data using quasi-binomial mixed models with smooth covariate effect estimates
Identifying disease-associated changes in DNA methylation can help to ga...
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10/13/2020
The Kendall Interaction Filter for Variable Interaction Screening in Ultra High Dimensional Classification Problems
Accounting for important interaction effects can improve prediction of m...
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10/22/2018