00:01
Hello students we are given here insurance company received claims and these are the amount of claims a year and these are normally distributed.
00:10
So mean value and standard deviation is given we need to find 95th percentile.
00:16
So basically normal distribution is dominating here.
00:22
Normal distribution if i write here normal distribution is dominating here.
00:31
So if i write here in normal distribution, all the random variables are distributed amongst bell shaped curve.
00:41
Something like this.
00:42
If i write here, all the random variables are distributed amongst bell shaped curve and this is our probability value.
00:50
So here, random variables having probability and sum of probability values equals to 1.
00:56
So it means total area under normal curve is always equal to 1.
01:01
It means that half of the area is 0 .5 and this is 0 .5.
01:06
It means that area is symmetric about y -x is right.
01:11
So basically, if i write there, we have here, z score, which is x minus mu divided by sigma, where mu is mean and sigma is standard deviation, standard deviation.
01:26
But if number of samples, n is equal to number of samples, are given number of samples are given so we need to find our new standard deviation which is sigma divided by unroute of n so let us first is decide our z score value so we all know x value is given as so we need to find 95th percentile so it means we need our x value and this is sigma which is 500 divided by 2090 so this is basically 2090 so this is basically so z score value is calculated around this x minus 5 ,000 divided by...