Bayesian inference for stochastic oscillatory systems using the phase-corrected Linear Noise Approximation

Ben Swallow, David A. Rand, Giorgos Minas

Likelihood-based inference in stochastic non-linear dynamical systems, such as those found in chemical reaction networks and biological clock systems, is inherently complex and has…