text: When the weights have been correctly derived from estimates of experimental error, the expectation value of  is 1. It is therefore very useful to estimate experimental errors and derive some reasonable weights from them as this is an absolute indicator of the goodness of fit.
  When unit weights are used, it is implied that all observations have the same variance.  is expected to be equal to that variance.