This study is being conducted to determine whether administration of azilsartan medoxomil in combination with chlorthalidone to subjects with uncontrolled hypertension is more effective in reducing blood pressure than chlorthalidone alone. This study is also being conducted to evaluate the safety and tolerability of azilsartan medoxomil combined with chlorthalidone.