Before revision:  Here we present a new data analysis method that combines mechanistic stochastic modelling with the powerful methods of Bayesian non-parametric regression  .
After revision:  Here we present a new data analysis method that combines mechanistic stochastic modelling with the powerful methods of Bayesian non-parametric regression with Gaussian processes .