Topic: Using Biological Knowledge as Priors

Sensitivity Analysis for Pathway and Network Priors

Representing Pathway Databases as Model Priors

Prior Predictive Checks for Knowledge-Informed Models

Pathway-Informed Priors on Latent Factor Loadings

Pathway-Level Hierarchical Priors for Omics Effects

Interaction-Based Priors for Molecular Network Edges

Hard Constraints Versus Soft Pathway Priors

Filtering Knowledge by Tissue and Experimental Context

Directional Regulatory Priors Across Omics Layers

Diagnosing When Biological Knowledge Dominates the Data