get uncertainties of optimized parameters

[peter]

Is it possible to modify either phymir or subplex, or both, to give the 1-sigma error of the optimized parameters? Is this meaningful with the definition of chi² that we have, and how good would the 1-sigma error estimates be in view of the difficulty of getting the error estimates of the input data right?

This is a question that was originally posted by Robert da Silva.