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09/15/2023
CAT: a conditional association test for microbiome data using a leave-out approach
In microbiome analysis, researchers often seek to identify taxonomic fea...
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08/26/2023
survivalContour: Visualizing predicted survival via colored contour plots
Advances in survival analysis have facilitated unprecedented flexibility...
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10/25/2020
Latent Network Estimation and Variable Selection for Compositional Data via Variational EM
Network estimation and variable selection have been extensively studied ...
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05/03/2020
ProgPermute: Progressive permutation for a dynamic representation of the robustness of microbiome discoveries
Identification of significant features is a critical task in microbiome ...
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09/07/2019
Estimating the Optimal Linear Combination of Biomarkers using Spherically Constrained Optimization
In the context of a binary classification problem, the optimal linear co...
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09/04/2019
Bayesian Inference of Networks Across Multiple Sample Groups and Data Types
In this paper, we develop a graphical modeling framework for the inferen...
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08/28/2019