As part of itseffort to develop programs to stop smoking, a firm develops a hypnosis program. The firm believes that the number of cigarettes smoked per day will befewer after hypnosis. Asa data analyst for the firm, you are presented with data collected through the program. The data collected contain 20,000 random peoplewho reported on Day 1 the number of cigarettes they usually smoke per day and on Day 2 counted the number of cigarettes smoked after hypnosis. Discuss the kind of hypothesis test that you would prescribe to confirm or refute the firm's belief. Explain why you chose this hypothesis test.