This is a randomized, double-blind, placebo-controlled, parallel-design, multinational, 12-week study to compare the efficacy, dose response, and safety of tadalafil once a day versus placebo in men with signs and symptoms of benign prostatic hyperplasia, including lower urinary tract symptoms.