Bayesian Spanning Trees
Developing methods for identifying regions of differential data-generating processes using spanning trees and the Matrix Tree Theorem prior. Specializing in MCMC efficiency optimization.
Spatial Transcriptomics
Applying advanced spatial partitioning methodologies to environmental microbiology challenges, mapping bacterial indicator networks for water quality assessments.
The 2025 Rescaled Beta
Applied statistical infrastructure utilizing complex rescaled beta distributions to accurately model and examine socio-demographic indicators of human trafficking.