Note that in these problems,
can be found independently of
by maximizing

The other parameters
and
can be obtained in
closed form for a fixed
,

(4.2)

(4.3)

Alternatively, the Newton-Raphson algorithm may be used to find
as described in Section 16.5.
For this we need the first derivatives and Fisher's information (See Section 16.5).