In: Statistics and Probability
2. Determine the t critical value for a 95% confidence level when n =15. Show work or explain how you found your answer.
3. Ten bagels were selected at Brueggers. If the sample mean weight was 1.4 oz. with a population standard deviation of 0.4 oz., construct a 90% confidence interval for the population mean. Interpret your answer.
4.To estimate the average GPA of CSCC students, Sara wants to know how large a sample she needs to survey. She believes the standard deviation is 0.52 and wants to construct a 99% confidence interval, with a margin of error no more than 0.10. How many students does she need to survey?
Solution :-
At 92% confidence level
= 1 - 92%
= 1 - 0.92 = 0.08
/2
= 0.04
Z/2
= Z0.04 = 1.751
The critical value z = 1.751
2.
sample size = n = 15
Degrees of freedom = df = n - 1 = 15 - 1 = 14
At 95% confidence level
= 1 - 95%
=1 - 0.95 = 0.05
/2
= 0.025
t/2,df
= t0.025,14 = 2.145
The critical value t = 2.145
3.
Given that,
Point estimate = sample mean =
= 1.4
Population standard deviation =
= 0.4
Sample size = n = 10
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645
Margin of error = E = Z/2
* (
/n)
= 1.645 * ( 0.4 / 10
)
= 0.21
At 90% confidence interval estimate of the population mean is,
- E < < + E
1.4 - 0.21 < < 1.4 + 0.21
1.19 <
< 1.61
( 1.19 , 1.61 )
The 90% confidence interval estimate of the population mean is : ( 1.19 , 1.61 )
4.
Population standard deviation = = 0.52
Margin of error = E = 0.10
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = Z0.005 = 2.576
sample size = n = [Z/2* / E] 2
n = [ 2.576 * 0.52 / 0.10 ]2
n = 179.43
Sample size = n = 180