Bayesian comparison of Langevin dynamics for cell motility from positional observation

Yusuke Kato, Jan Albrecht, Ted Moldenhawer +2

We develop a Bayesian framework for model comparison of second-order Langevin dynamics from position-only trajectories. While approximate increment likelihoods for nonlinear positi…