In: Statistics and Probability
A state legislator wants to determine whether his voters' performance rating (0 - 100) has changed from last year to this year. The following table shows the legislator's performance from the same ten randomly selected voters for last year and this year. Use this data to find the 90% confidence interval for the true difference between the population means. Assume that the populations of voters' performance ratings are normally distributed for both this year and last year.
Rating (last year) | 59 | 48 | 56 | 56 | 86 | 64 | 50 | 72 | 81 | 66 |
---|---|---|---|---|---|---|---|---|---|---|
Rating (this year) | 77 | 57 | 54 | 60 | 84 | 93 | 65 | 60 | 87 | 77 |
Step 3 of 4 :
Calculate the margin of error to be used in constructing the
confidence interval. Round your answer to six decimal places.
Step 4 of 4 :
Construct the 90% confidence interval. Round your answer to one decimal place.
As the data refers to the the legislator's performance from the same ten randomly selected voters for last year and this year, Paired(dependent) confidence interval for the true difference between the population means is appropriate.
xi: Rating (last year) from the ith voter of the sample
yi: Rating (this year) from the ith voter of the sample
di :(This year rating - last year rating ) : (yi-xi) :difference in the rating from the ith voter
Sample size : n=10
: Sample mean difference
sd : Sample standard deviation of the difference
Margin of error formula
formula for confidence interval for the true difference between the population means(Paired)
for 90% confidence level = (100-90)/100 =0.10 ; /2 =0.10/2=0.05; n-1=10-1=9
t/2,n-1 = t0.05 for 9 degrees of freedom : t0.05,9 = 1.83311293
x: Rating (last year) | y: Rating (this year) | d:This year -Last year | ||
59 | 77 | 18 | 10.4 | 108.16 |
48 | 57 | 9 | 1.4 | 1.96 |
56 | 54 | -2 | -9.6 | 92.16 |
56 | 60 | 4 | -3.6 | 12.96 |
86 | 84 | -2 | -9.6 | 92.16 |
64 | 93 | 29 | 21.4 | 457.96 |
50 | 65 | 15 | 7.4 | 54.76 |
72 | 60 | -12 | -19.6 | 384.16 |
81 | 87 | 6 | -1.6 | 2.56 |
66 | 77 | 11 | 3.4 | 11.56 |
=76 | =1218.4 | |||
=7.6 |
Step 3 of 4 :
Margin of error formula
Calculate the margin of error to be used in constructing the confidence interval.
Margin of error = 6.744704
Step 4 of 4
90% confidence interval for the true difference between the population means
90% confidence interval for the true difference between the population means = (0.855296 ,14.344704 )
90% confidence interval for the true difference between the population means = (0.9 ,14.3 )