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 | 21 | 29 | 30 | 24 | 27 |
Treatment 2 | 19 | 32 | 26 | 21 | 20 |
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:
S. No | treatment 1 | treatment 2 | diff:(d)=x1-x2 | d2 |
1 | 21 | 19 | 2 | 4.00 |
2 | 29 | 32 | -3 | 9.00 |
3 | 30 | 26 | 4 | 16.00 |
4 | 24 | 21 | 3 | 9.00 |
5 | 27 | 20 | 7 | 49.00 |
total | = | Σd=13 | Σd2=87 | |
mean dbar= | d̅ = | 2.6000 | ||
degree of freedom =n-1 = | 4 | |||
Std deviaiton SD=√(Σd2-(Σd)2/n)/(n-1) = | 3.646917 |
from above
best estimate = 2.6
for 99% CI; and 4 degree of freedom, value of t= | 4.604 |
margin of error =t*std error= | 7.51 |
lower confidence limit = | -4.91 | |
upper confidence limit = | 10.11 | |
from above 99% confidence interval for population mean =(-4.91 ,10.11) |