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04/06/2023
Assessing the Reproducibility of Machine-learning-based Biomarker Discovery in Parkinson's Disease
Genome-Wide Association Studies (GWAS) help identify genetic variations ...
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09/10/2022
Unsupervised Liu-type Shrinkage Estimators for Mixture of Regression Models
In many applications (e.g., medical studies), the population of interest...
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09/05/2022
Liu-type Shrinkage Estimators for Mixture of Logistic Regressions: An Osteoporosis Study
The logistic regression model is one of the most powerful statistical me...
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08/07/2020
Clustering, multicollinearity, and singular vectors
Let A be a matrix with its pseudo-matrix A^† and set S=I-A^†A. We prove ...
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08/04/2020
Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning
Ulcerative colitis (UC) is one of the most common forms of inflammatory ...
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02/27/2020
High-Dimensional Feature Selection for Genomic Datasets
In the presence of large dimensional datasets that contain many irreleva...
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02/26/2019