2 papers
stat.AP2026
Efficient Convex Optimization Methods for State-Space Heartbeat Dynamics Models with Gamma Generalized Linear Models
Sabrina Liu, Andrew S. Perley, Todd P. Coleman
Objective: This work proposes a dynamic state-space statistical model of heartbeat dynamics whose optimal state estimate can be solved efficiently with convex optimization and used…
stat.ME2025
Graphical Models and Efficient Inference Methods for Multivariate Phase Probability Distributions
Andrew S. Perley, Todd P. Coleman
Multivariate phase relationships are important to characterize and understand numerous physical, biological, and chemical systems, from electromagnetic waves to neural oscillations…