Fisher Matrix calculation

[kamujusrujan]

I think the fisher matrix should be calculated by the second derivative of likelihood or by multiplying the gradient (first derivate) with its transpose, but the way you are calculating is by taking gradient^2. Can you tell me why you are doing it that way?