A Bayesian model-comparison pipeline for position-only trajectories selects the memory-kernel, Mexican-hat, or Brownian model depending on the sampling interval of cell tracks.
(9) and hence to perform model comparison, we evaluate the marginal likelihood Z := Z dθp(D|θ)p(θ),(B1) 14 which is Eq
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Bayesian comparison of Langevin dynamics for cell motility from positional observation
A Bayesian model-comparison pipeline for position-only trajectories selects the memory-kernel, Mexican-hat, or Brownian model depending on the sampling interval of cell tracks.