Select the most accurate answer. A two-sided hypothesis test at a 5% significance level of the mean difference of n pairs of data, results in a test statistic with a p-value of 0.02. The correct interpretation of this p-value and decision of the test is:

• A.Assuming the null hypothesis is true, the probability of observing data
• that has given rise to a test statistic value this (or more) extreme is 2%. Therefore we do
• not reject the null hypothesis at a 5% significance level
• B.Assuming the null hypothesis is false, the probability of observing data
• that has given rise to a test statistic value this (or more) extreme is 2%. Therefore we do
• not reject the null hypothesis at a 5% significance level
• C.Assuming the null hypothesis is false, the probability of observing data
• that has given rise to a test statistic value this (or more) extreme is 2%. Therefore we
• reject the null hypothesis at a 5% significance level
• D.Assuming the null hypothesis is true, the probability of observing data
• that has given rise to a test statistic value this (or more) extreme is 2%. Therefore we
• reject the null hypothesis at a 5% significance level