Least Squares

• Generally, we analyze

  

  which shows why is also called least squares fit. As in above examples, expand about

  

• In this approximation, we now get ``standard linear formulae.''

  

• Minimize ignoring corrections gives

  

  which is same equation we found for iterative solution of P.D.E. BUT only exact when LINEAR in unknown parameters .