Software

Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
[Code]

Phylogenetically Informed Bayesian Truncated Copula Graphical Models for Microbial Association Networks
[Code]

Ordinal Causal Discovery
[Code]

A Bayesian Nonparametric Approach for Inferring Drug Combination Effects on Mental Health in People with HIV
[Code] [Shiny]

BAGEL: A Bayesian Graphical Model for Inferring Drug Effect on Depression Longitudinally in People with HIV
[Code]

Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks
[Code]

Bayesian Double Feature Allocation for Phenotyping with Electronic Health Records
[Code] [Shiny]

Bayesian Hierarchical Varying-sparsity Model with Application to Cancer Proteogenomics
[Code] [Shiny]

Bayesian Graphical Regression
[Code] [Shiny]

Reciprocal Graphical Models for Integrative Gene Regulatory Network Analysis
[Code]

Sparse Multi-Dimensional Graphical Models: A Unified Bayesian Framework
[Code]