Bayesian Computation Methods for Inference in Stochastic Kinetic Models

Figure 1

Performance of the pMCMC (left) and the NPMC (right) methods for the estimation of a unique rate parameter : MSE (in logarithmic scale) obtained from the final output versus the NESS for each simulation run in the CO and the PO scenario. The big circles (CO) and squares (PO) represent simulation runs with a final mean MSE close to the global average.