In: Statistics and Probability
10)
The SAT scores for 12 randomly selected seniors at a particular high school are given below. Assume that the SAT scores for seniors at this high school are normally distributed.
1,271 | 1,288 | 1,278 | 616 | 1,072 | 944 |
1,048 | 968 | 931 | 990 | 891 | 849 |
a) Find a 95% confidence interval for the true mean SAT score for students at this high school.
b) Provide the right endpoint of the interval as your answer.
Round your answer to the nearest whole number.
Solution:
x | x2 |
1271 | 1615441 |
1288 | 1658944 |
1278 | 1633284 |
616 | 379456 |
1072 | 1149184 |
944 | 891136 |
1048 | 1098304 |
968 | 937024 |
931 | 866761 |
990 | 980100 |
891 | 793881 |
849 | 720801 |
x=12146 | x2=12724316 |
The sample mean is
Mean = (x / n) )
=1271+1288+1278+616+1072+944+1048+968+931+990+891+849/12
=12146/12
=1012.1667
The sample standard is S
S =(
x2 ) - ((
x)2 / n ) n -1
=√12724316-(12146)212/11
=√12724316-12293776.3333 /11
=√430539.6667/11
=√39139.9697
=197.8382
Degrees of freedom = df = n - 1 = 12 - 1 = 11
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,11 =2.201
Margin of error = E = t/2,df * (s /n)
= 2.201 * (198 / 12)
= 125.80
Margin of error = 125.80
The 95% confidence interval estimate of the population mean is,
- E < < + E
1012 -125.80 < < 1012 + 125.80
886.20 < < 1137.80
b) The right endpoint =1138