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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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07/29/2022
The Generalized Causal Dantzig: A Unified Approach to Instruments and Environments
Many recent works have proposed regression models which are invariant ac...
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07/20/2022
Causal Models, Prediction, and Extrapolation in Cell Line Perturbation Experiments
In cell line perturbation experiments, a collection of cells is perturbe...
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11/11/2020
A Framework for Mediation Analysis with Multiple Exposures, Multivariate Mediators, and Non-Linear Response Models
Mediation analysis seeks to identify and quantify the paths by which an ...
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07/31/2020
Bayesian Approaches for Flexible and Informative Clustering of Microbiome Data
We propose two unsupervised clustering methods that are designed for hum...
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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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11/06/2018
