Eligible subjects will be entered into a 1-week observation period followed by a 1-week run-in period. Following completion of the run-in period, eligible subjects will be randomized to receive either Brisdelle (paroxetine mesylate) Capsules 7.5 mg or placebo in a 1:1 ratio. Study drug will be administered once daily at bedtime. Symptom assessment questionnaires will be administered at baseline and at Day 28 and Day 57 visits.