sentences:  Given independent errors, a particular
  weight should ideally be set to the inverse of the variance of the corresponding distance
  estimate.Sometimes the variances may not be known, but they
  can be modeled as a function of the distance estimates.In the Fitch and
  Margoliash method
  
  for instance it is assumed that the variances are proportional to the squared
  distances.