sentences:  When nothing is known about the errors, or if they are assumed to be
  independently distributed and equal for all observed distances, then all the
  weights formula_6 are set to one.This leads to an ordinary least
  squares estimate.In the weighted least squares case the errors are assumed to be independent
  (or their correlations are not known).