A new model compact car is being tested for gasoline consumption. A random sample of 40 such cars were tested at sea level and found to get an average of 36.2 m/g (miles per gallon) with a sample standard deviation of 4.8 m/g. Another random sample of 35 such cars were tested one mile above sea level in Denver, CO., and found to get an average of 31.5 m/g with a sample standard deviation of 5.5 m/g. At the 0.01 level of significance, test the claim that the new model compact cars burn more gas (get less m/g on average) at one mile above sea level.
Sample 1:
Average gasoline consumption at sea level: 36.2 m/g
Sample standard deviation at sea level: 4.8 m/g
Sample 2:
Average gasoline consumption at one mile above sea level: 31.5 m/g
Sample standard deviation at one mile above sea level: 5.5 m/g
Claim:
1- H0: The average gasoline consumption of the new model compact cars is the same at sea level and one mile above sea level.
H1: The average gasoline consumption of the new model compact cars is lower at one mile above sea level compared to sea level.
2- Test Statistic:
To test the claim, we will use the two-sample t-test for independent samples.
3- Critical Region/Critical Value:
At the 0.01 level of significance, with a two-tailed test, the critical value is ±2.617.
4- Decision about H0:
If the test statistic falls within the critical region, we reject the null hypothesis. If the test statistic falls outside the critical region, we fail to reject the null hypothesis.
Title_with_topic: Testing the Gasoline Consumption of New Model Compact Cars at Different Altitudes