Animals use signals, including colorful ornaments, to minimize costs of competition.
Most studies have focused on factors linked to male dominance and success.
We analyzed the factors linked to aggression and dominance in female mallards.
In competitive interactions among multiple females, dominance was positively linked to body mass and negatively linked to one aspect of immune system response.
Bill coloration does not appear to be used by female mallards in group/scramble competition.