Robust Determination of Mean---II

• Further, the method is unbiased for any N, i.e.,

  

• If the are distributed according to either the

• Gaussian

  

• or exponential form

  

• then we know from maximum likelihood method that the arithmetic mean is the best method.

• However, for other distributions, the arithmetic mean is unlikely to be best.