Estimation in the partially observed stochastic Morris-Lecar neuronal model with particle filter and stochastic approximation methods

Susanne Ditlevsen, Adeline Samson

Parameter estimation in multidimensional diffusion models with only one coordinate observed is highly relevant in many biological applications, but a statistically difficult proble…