A small group of men and women with Major Depressive Disorder were treated with a new kind of anti-depressant. To determine how well his new medication works to ease symptoms of depression, the number of days until a PHQ-9 score of <10 (indicating mild depression or less) was reached was measured (treatment time). You wish to determine if there is a difference in the efficacy of the drug between males and females.