In: Statistics and Probability
Some people believe that different octane gasoline result in different miles per gallon in a vehicle. The following data is a sample of 11 people which were asked to drive their car only using 10 gallons of gas and record their mileage for each 87 Octane and 92 Octane.
Person | Miles with 87 Octane |
Miles with |
1 | 234 | 237 |
2 | 257 | 238 |
3 | 243 | 229 |
4 | 215 | 224 |
5 | 114 | 119 |
6 | 287 | 297 |
7 |
315 | 351 |
8 |
229 | 241 |
9 |
192 | 186 |
10 |
204 | 209 |
11 |
547 | 562 |
Do the data support that different octanes produce different miles per gallon at the α=0.02α=0.02 level of significance? Note: A normal probability plot of difference in car mileage between Octane 87 and Octane 92 indicates the population could be normal and a boxplot indicated no outliers.
a. Express the null and alternative hypotheses in symbolic form for this claim. Assume μ¯d=μ1−μ2,μd¯=μ1-μ2, where μ1μ1 is the population mean mileage for Octane 87 and μ2μ2 is the mean mileage for Octane 92.
1) H0:μd¯
2) H1:μd¯
b. What is the significance level?
α=
c. What is the test statistic? Round to 3 decimal places.
d. What is the p -value? Round to 5 decimal places.
e. Make a decision.
f. What is the conclusion?