Based on the test statistic you found above for the 1000 customers with their spending on gasoline and the alpha value of .01 what conclusion do you draw?

Group of answer choices

Fail to reject the null hypothesis; there is not strong evidence that the average spend is not $100 .

Reject the null hypothesis; there is strong evidence that the average spend is not $100.

Fail to reject the null hypothesis; there is strong evidence that the average spend is not $100 .

Reject the null hypothesis; there is strong evidence that the average spend is $100 .