  We present recent results aiming at assessing the coverage properties of
Bayesian and frequentist inference methods, as applied to the reconstruction of
supersymmetric parameters from simulated LHC data. We discuss the statistical
challenges of the reconstruction procedure, and highlight the algorithmic
difficulties of obtaining accurate profile likelihood estimates.
