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Construct and interpret a 95%confidence interval for the true mean difference (Weight – Groove) in the estimates of tire wear using these two methods in the population of tires.

Short Answer

Expert verified

We are95% confident that the true mean of the tires undergoing the weight method is between2.8379and6.2747 higher than the true mean wear of the tires undergoing the groove method.

Step by step solution

01

Step 1. Given information

T is given:

n=16c=0.95

02

Step 2. Calculation

The mean is:

x¯=∑i-1nxin=10.2+2.7+6.4+5.3+7+1.8+5+8.6+7.3+3.6+-0.3+8.4+1+3.7+2.2+0.216=72.916=4.5563

The sample variance is then as:

s2=∑(x-x¯)2n-1=(10.2-4.5563)2+(2.7-4.5563)2+(6.4-4.5563)2+(5.3-4.5563)2+(7-4.5563)2+(1.8-4.5563)2+(5-4.5563)2+(8.6-4.5563)2+(7.3-4.5563)2+(3.6-4.5563)2+(-0.3-4.5563)2+(8.4-4.5563)2+(1-4.5563)2+(3.7-4.5563)2+(2.2-4.5563)2+(0.2-4.5563)216-1=10.4040

The sample standard deviation is then,

s=s2=10.4040=3.2255

Now, the degree of freedom will be:

df=n-1=16-1=15

Now, the value of t will be:

tα/2=2.131

Now, the confidence interval will be:

x¯-tα/2×sn=4.5563-2.131×3.225516=2.8379x¯+tα/2×sn=4.5563+2.131+3.225516=6.2747

Thus we conclude that we are95% confident that the true mean of the tires undergoing the weight method is between2.8379and6.2747 higher than the true mean wear of the tires undergoing the groove method.

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