I was looking for a clarification on why the function (the one raised to the power of M) was transformed to a logarithm function. I know it will be used to find p when L is maximised ( derivative of L on p ). But what is the underlying reason for using a logarithmic function? What advantages does the transformation provide?
Thank you in advance.