Question

In: Statistics and Probability

Given two dependent random samples with the following results: Population 1 20 22 44 42 28...

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.

Copy Data

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.

Solutions

Expert Solution

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)


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