Suppose a councilman runs a hypothesis test to find out if voters oppose raising taxes.The calculated test statistic is approximately 1.23 with an associated p-value of approximately 0.1093.Choose the conclusion that provides the best interpretation for the p-value at a significance level of=0.05

A. If the null hypothesis is true, then the probability of getting a test statistic that is as or more extreme than the calculated test statistic of 1.23 is 0.1093.This result is surprising (or considered unusual) and could not easily happen by chance.

B. If the null hypothesis is true, then the probability of getting a test statistic that is as or more extreme than the calculated test statistic of 1.23 is 0.1093.This result is not surprising (or considered unusual) and could easily happen by chance.

C. The p-value should be considered extreme; therefore, the hypothesis test proves that the null hypothesis is true.

D. None of the above