In one of the examples that we have seen in the lecture videos, a researcher wanted to show that, after taking a full time job, the amount of time spent on leisure activities decreases. We saw that the correct way to set hypotheses in this case was H:Hd = 0 VS. H:Hd < 0 How can Type 1 Error, Type II Error, Specificity, and Power be described in this case? Match each concept to one of the following descriptions: (a) The probability that that the researcher does not find enough evidence that, on average, the amount of time spent on leisure activity decreases after taking a full time job, when in fact, on average, the time spent on leisure activities stays the same. (b) The probability that that the researcher does not find enough evidence that, on average, the amount of time spent on leisure activity decreases after taking a full time job, when in fact, on average, the time spent on leisure activities decreases. (c) The probability that the researcher finds enough evidence that, on average, the amount of time spent on leisure activity decreases after taking a full time job, when in fact, on average, the time spent on leisure activities stays the same. (d) The probability that the researcher finds enough evidence that, on average, the amount of time spent on leisure activity decreases after taking a full time job, when in fact, on average, the time spent on leisure activities decreases.