What I Used to Do!

• In a program that I used for many years successfully, I chose L by the largest value such that

  

• where initially the ratio and r was increased or decreased based on experience,

• i.e., if the resultant was indeed smaller (as predicted) or larger than .

• This method is equivalent to replacing M by the regularized version.