In: Statistics and Probability
Given two dependent random samples with the following results:
Population 1 | 20 | 22 | 44 | 42 | 28 | 48 | 39 |
---|---|---|---|---|---|---|---|
Population 2 | 30 | 30 | 32 | 45 | 18 | 43 | 32 |
Use this data to find the 99% confidence interval for the true difference between the population means. Assume that both populations are normally distributed.
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Step 1 of 4 :
Find the point estimate for the population mean of the paired differences. Let x1 be the value from Population 1 and x2 be the value from Population 2 and use the formula d=x2−x1 to calculate the paired differences. Round your answer to one decimal place.
Step 2 of 4:
Calculate the sample standard deviation of the paired differences. Round your answer to six decimal places.
Step 3 of 4:
Use the 99% confidence interval for the true difference between the population means. Assume that both populations are normally distributed.
Step 4 of 4:
Construct the 99% confidence interval. Round our answers to one decimal places.
Step 1 of 4
x1 | x2 | d: x2-x1 | d- | (d-)2 |
2020 | 3030 | 1010 | 1197.571429 | 1434177.326531 |
2222 | 3030 | 808 | 995.571429 | 991162.469388 |
4444 | 3232 | -1212 | -1024.428571 | 1049453.897959 |
4242 | 4545 | 303 | 490.571429 | 240660.326531 |
2828 | 1818 | -1010 | -822.428571 | 676388.755102 |
4848 | 4343 | -505 | -317.428571 | 100760.897959 |
3939 | 3232 | -707 | -519.428571 | 269806.040816 |
= -1313 | = 4762409.7143 | |||
= -1313/7=-187.571429 |
n : sample size =7
Mean of paired differences :
Step 2 of 4
sample standard deviation of the paired differences :sd
sample standard deviation of the paired differences :sd = 890.918039
Step 3 of 4
confidence interval for the true difference between the population means
for 99% confidence level =(100-99)/100 =0.01
/2 = 0.01/2=0.005
degrees of freedom = n-1 =7-1 =6
t/2,n-1 = t0.005,6 = 3.7074
99% confidence interval for the true difference between the population means
Step 4 of 4:
99% confidence interval for the true difference between the population means
99% confidence interval for the true difference
between the population means =
(-1436.0,1060.8)