How many Lorentzian functions?

Task

Consider the QENS data and model from earlier, your colleague notes that both the \(\tau\) and \(\sigma\) parameters affect the width of the model. This means that the parameters may be correlated when both are varied.

How would you go about investigating this using a Bayesian method?