Posterior probability distribution for the parameters of the X-ray luminosity-richness scaling. The black jagged histogram shows the posterior as computed by MCMC, marginalized over the other parameters. The red curve is a Gaussian approximation of it. The shaded (yellow) range shows the 95% highest posterior credible interval. The jagged nature of the histogram is caused by the finite sampling of the posterior.