00:02
Hello students, according to the given question, in the a bit it was given x follows normal distribution with mu, sigma square.
00:10
Then the likelihood, the likelihood equation is equation for x1, x2 and so on xn is l of x curl given mu, sigma square is equal to pi i is equal to 1 to n 1 by sigma root 2 pi into exp of minus 1 by 2 sigma square into xi minus mu whole square.
00:45
So, that will be equal to 1 by sigma root 2 pi whole power n into exp of summation i is equal to 1 to n xi minus mu whole square divided by 2 sigma square.
01:01
So, now we have to take log on both side.
01:09
So, we get log l of x curl given mu, sigma square is equal to minus n by 2 log 2 pi minus n by 2 log sigma square minus 1 by 2 sigma square into summation xi minus mu whole square.
01:31
So, now we have to take dou log l is divided by dou mu is equal to 0.
01:40
Then we get 1 by 2 sigma square minus into 2 into summation i is equal to 1 to n xi minus mu is equal to 0.
01:54
Then summation xi i is equal to 1 to n minus n into mu is equal to 0.
02:01
Then mu cap is equal to summation x by n.
02:05
So, this is the sample mean.
02:08
Now, we have to take dou log l divided by dou sigma square is equal to 0.
02:15
Then we get minus n by 2 into 1 by sigma square plus 1 by 2 sigma power 4 into summation i is equal to 1 to n xi minus mu whole square is equal to 0...