The determination of the optimum number of model parameters in the restorat
ion of the structure of a layer system from X-ray and neutron reflectivity
data is considered. It is shown that, in order to avoid erroneous conclusio
ns about the significance of the model parameters, one has to estimate the
errors of their determination.