As in many other topics related to human nature, people’s unwillingness to think in statistical terms has led to pointless false dichotomies. Here is how to think about gender distributions in the professions without having to choose between the extremes of “women are unqualified” and “fifty-fifty absolutely,” or between “there is no discrimination” and “there is nothing but discrimination.”