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here you go. Thank you for your kindness :) The National Highway Traffic Safety

ID: 3133052 • Letter: H

Question

here you go.

Thank you for your kindness :)

The National Highway Traffic Safety Administration found the average U.S. EMS response time from EMS notification to arrival at the crash scene in urban areas to be 6.85 minutes. A random sample of 20 reported fatal crashes in South Dakota had a mean notification-to-arrival time of 5.25 minutes with a sample standard deviation of 2.78 minutes. Assuming that response times follow a Normal distribution, use a 5% level of significance to test the claim that population mean response times are lower in South Dakota than the national average...

Explanation / Answer

1.

a)

Formulating the null and alternative hypotheses,              
              
Ho:   u   >=   6.85  
Ha:    u   <   6.85   [ANSWER]
              
As we can see, this is a    left   tailed test.      
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b) We will use a one-sample t test. We have a normally distributed population, and we have a small sample with unknown population standard deviation, so we use a one-sample t test.

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c)

              
              
Getting the test statistic, as              
              
X = sample mean =    5.25          
uo = hypothesized mean =    6.85          
n = sample size =    20          
s = standard deviation =    2.78          
              
Thus, t = (X - uo) * sqrt(n) / s =    -2.573891197          
df = n - 1 =    19          
              
Hence, the p value is, as this is left tailed,
              
p =    0.009295579   [ANSWER, P VALUE]      
              

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d)

As P < 0.05, we REJECT HO. [ANSWER]

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e)

There is significant evidence at 0.05 level that the mean response times are lower in South Dakota than the national average. [CONCLUSION]

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