A Bayesian particle Gibbs framework enables unbiased spike time inference with millisecond resolution and jointly estimates uncertainties in both spike timing and model parameters from fast calcium ...

Model assessment Model diagnostic plots, visual predictive checks and sampling importance resampling (SIR) methods were used to evaluate the goodness of fit, model estimation ability and stability.