In: Statistics and Probability
Use a t-distribution to find a confidence interval for
the difference in means μd = μ1 - μ2 using the relevant sample
results from paired data. Assume the results come from random
samples from populations that are approximately normally
distributed, and that differences are computed using d = x1 -
x2.
A 99% confidence interval for μd using the paired data in the
following table:
Case | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
Treatment 1 | 22 | 29 | 30 | 24 | 28 |
Treatment 2 | 17 | 32 | 24 | 21 | 21 |
Give the best estimate for μd, the margin of error, and the
confidence interval.
Enter the exact answer for the best estimate, and round your
answers for the margin of error and the confidence interval to two
decimal places.
best estimate = _______________
margin of error = _________________
The 99% confidence interval is _____________ to
__________________
best estimate for
d: x1 - x2
n : Sample size = 5
Case | x1: Treatment 1 | x2: Treatment 2 | d=x1-x2 |
1 | 22 | 17 | 5 |
2 | 29 | 32 | -3 |
3 | 30 | 24 | 6 |
4 | 24 | 21 | 3 |
5 | 28 | 21 | 7 |
Total : | 18 | ||
:18/5 =3.6 | 3.6 |
best estimate for
Margin of Error :
for 99% confidence level = (100-99)/100 = 0.01
/2 = 0.01/2 = 0.005
Degrees of freedom = n-1= 5-1=4
For 4 degrees of freedom , t0.005 = 4.6041
d=x1-x2 | (d-d) | (d-d)2 |
5 | 1.4 | 1.96 |
-3 | -6.6 | 43.56 |
6 | 2.4 | 5.76 |
3 | -0.6 | 0.36 |
7 | 3.4 | 11.56 |
Total: = 63.2 |
Margin of Error :
Margin of error = 8.18
The 99% confidence interval is:
best estimate = _3.6______________
margin of error = __8.18_______________
The 99% confidence interval is __________-4.58___ to
____11.78_______