Download STAT 211 Homework Practice 2 Suppose a random sample of 25

Survey
yes no Was this document useful for you?
   Thank you for your participation!

* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project

Document related concepts

Central limit theorem wikipedia , lookup

Transcript
STAT 211
Homework Practice 2
Suppose a random sample of 25 skiers were asked to complete a run as quickly as
they could. The amount of time required to complete the run was recorded for each
skier. The population (Sample was an error in typing) mean time was 95
seconds with a standard deviation of 15 seconds.
1. Determine the mean of the sampling distribution of the sample mean
The distribution of skier times, X~?(95,15)
We do not know if it is normal, but, we do know that because the sample size 25>20
we are able to use the central limit theorem to find the sampling distribution of the
sample mean.
So, the sampling distribution of the sample mean, is N(95,3)
The mean of the sampling distribution of the sample mean is 95.
2. Determine the standard deviation of the sampling distribution of the sample
mean
From (1), the standard deviation (or standard error) of the sampling distribution of the
sample mean is 3
3. Describe the shape of the sampling distribution of the sample mean
The shape of the sampling distribution of the sample mean is that of a normal distribution.
Some characteristics of the normal distribution are symmetric about the mean, bell shaped,
uni-modal, etc.
4. Find the probability that a randomly selected skier will complete the run in
under 100 seconds
P(X<100) (not x bar)
P(z<1/3)=.6293
5. Find the probability that the mean completion time for a group of 25 skiers
will be under 100 seconds