In: Statistics and Probability
1. Claim: Carzz Magazine claims that the Civic Hybrid gets more
than 38 mpg on the highway.
A random sample of 43 revealed a mean of 38.35 mpg. Use the p-value
method at a 12% significance level to test the claim assuming a
known population standard deviation of 3.42.
αα = | |
[three decimal accuracy] | |
p-value = | |
[three decimal accuracy] | |
Conclusion | |
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Here we have to check the claim that Carzz Magazine claims that the Civic Hybrid gets more than 38 mpg on the highway.
We consider the following hypothesis-
H0: µ = µ0 vs H1: µ > µ0
where, µ is the population mean = 38
to perform the test we do the following steps in MINTAB:
1. Enter all observations in a single column.
2. Click on “Stat” then “Basic statistics” then “1-sample z”
3. Check “summarized data" option and enter the sample mean=38.35.
4. Enter the given standard deviation=3.42 value in “standard deviation”.
5. Check “perform hypothesis test” and enter the value of population mean=38 in “hypothesized mean”.
6. Click on “options” and set confidence level = 12.0 and alternative as “more than” and click OK.
7.Click OK.
Hence we get the following output:
Test of μ = 38 vs > 38
The assumed standard deviation = 3.42
N Mean SE Mean 12% Lower
Bound Z
P
43 38.350
0.522
38.963 0.67 0.251
Thus we see
p value= 0.251.
we know if p value <= 0.880 the null is rejected
Therefore here pvalue< 0.880 so we reh=ject the null and concude that the Civic Hybrid gets more than 38 mpg on the highway.