Comparison between the posteriors before and after importance sampling correction with the reference BXA posteriors: weighted importance sampling and sampling-importance-resampling, considering the Likelihood_emulator for computing the likelihood, trained and tested on 50 000 samples. We also show the XSPEC MCMC posteriors, fully comparable to the SIXSA ones after importance sampling. This figure highlights the role of importance sampling.