SOLUTION: Hello - Can you assist me on the second part of this statistic question? Part one: The mean television viewing time for teens is 3 hours per day. Assume = 3 and population stan

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Question 885586: Hello - Can you assist me on the second part of this statistic question?
Part one: The mean television viewing time for teens is 3 hours per day. Assume = 3 and population standard deviation is = 1.2 hours. Suppose a sample of 50 teens will be used to monitor television viewing time. What is the probability the sample mean will be within 0.25 hours of the population mean? I was able to calculate the answer to be = 0.8584.
The second part of the problem is: Reference television viewing problem statement, what is the probability the sample mean will be less than 2.7 hours?
Thank you for your help!

Found 2 solutions by Edwin McCravy, Theo:
Answer by Edwin McCravy(20060) About Me  (Show Source):
You can put this solution on YOUR website!
The mean television viewing time for teens is 3 hours per day. Assume = 3 and population standard deviation is = 1.2 hours. Suppose a sample of 50 teens will be used to monitor television viewing time. What is the probability the sample mean will be within 0.25 hours of the population mean?
We find the z-scores for 3-.25 = 2.25 and 3+.25 = 3.25

 

z%22%22=%22%22%22%22=%22%22%280.25%29%2F%281.2%2Fsqrt%2850%29%29%22%22=%22%221.47

Then looking up the area between z=-1.47 and 1.47 gives 0.8584.

So you're right on that part. But if you do it on a TI graphing
calculator, you get:

normalcdf(3-.25,3+.25,3,1.2/√(50))

0.8592864055 which is more accurate because the calculator carries
everything to a lot more decimal places than the normal table.

what is the probability the sample mean will be less than 2.7 hour?
z%22%22=%22%22%22%22=%22%22%282.7-3%29%2F%281.2%2Fsqrt%2850%29%29%22%22=%22%22-1.77

So you want the area to the left of z = -1.77.

If your normal table has negative z-values, then you simply
find z=-1.77 in the table as the area (probability) 0.0384.

If your normal table does not have negative z-values you
look up 1.77 and find the area between z=0 and z=1.77 as 0.4616, then
subtract from 0.5000 to get the area to the right of 1.77, which is
0.0384.  That's the answer because the area to the right of z=+1.77
by symmetry is the same as the area to the left of z=-.1.77 

Either way, the answer is 0.0384 using either kind of 4-place 
normal table.

However with a TI graphing calculator, you get:

 normalcdf(-9999999999,2.7,3,1.2/√(50))

0.0385498886.

Edwin

Answer by Theo(13342) About Me  (Show Source):
You can put this solution on YOUR website!
you got the first part correct.
for the second part:
pm = population mean
psd = population standard deviation
n = sample size
sm = sample mean
se = standard error

in this problem:
pm = 3
psd = 1.2
sm = 2.7
n = 50
se = psd / sqrt(n) = 1.2 / sqrt(50) = .1697
z = (sm - pm) / se = (2.7 - 3) / .1697 = -.3 / .1697 = -1.77

from the z score table, area to the left of -1.77 = .0384

since you want to know the probability of getting a sample mean less than 2.7 hours, you want the area to the left of the z score.

your answer is that the probability is equal to .0384.

the z score table i used can be found here:
http://lilt.ilstu.edu/dasacke/eco148/ztable.htm