After conducting a study, we conclude that the mean budget allocated for eating out each week is about the same for males and females; however, the standard deviation is higher for females than for males. What does this mean? Females allocate more per week than males. The distribution of budget allocated for eating out is the same for males and females. Females allocate less per week than males. Even though males and females allocate about the same budget on average, there is more variation in females' eating out behavior. None of these choices are correct