In: Statistics and Probability
The institute for Highway Safety performed a 5 mph crash test on 5 different large luxury cars and 5 different large family cars. The front of each car was driven into an angle barrier and the cost of repairs is given below. It is claimed that the mean cost of repair for the luxury cars is more than that of the family cars. Test the appropriate hypotheses using alpha = 0.05.
Luxury cars |
$1953 |
$1560 |
$1862 |
$1893 |
$1910 |
Family cars |
$1559 |
$1476 |
$1332 |
$1245 |
$1279 |
Here we have data:
Luxury cars | Family cars |
1953 | 1559 |
1560 | 1476 |
1862 | 1332 |
1893 | 1245 |
1910 | 1279 |
We use Excel for calculation:
t-Test: Two-Sample Assuming Unequal Variances | ||
Variable 1 | Variable 2 | |
Mean | 1835.6 | 1378.2 |
Variance | 24816.3 | 17992.7 |
Observations | 5 | 5 |
Hypothesized Mean Difference | 0 | |
df | 8 | |
t Stat | 4.943261905 | |
P(T<=t) one-tail | 0.000565208 | |
t Critical one-tail | 1.859548038 | |
P(T<=t) two-tail | 0.001130417 | |
t Critical two-tail | 2.306004135 | |