We present an approach based on generalized linear:models for analysin
g dominance data. First, dominance is defined as a parameter character
izing the relationship between two individuals, determining the expect
ed number of successes of the first individual in disputes with the ot
her. Second, models known from the literature of two different forms o
f transitivity are defined in terms of these parameters, and examples
of different tests of these models are given. Third, a new model is de
veloped where the traits of individuals involved in the dominance inte
ractions are included as covariates. Finally, we show how two forms of
intransitive models of dominance structures can be constructed by inc
luding a certain interaction term between the trait variables, and ter
ms taking into account the effect of relatedness between the individua
ls in the group. We reanalyse several data sets in the literature, and
also discuss Appleby's method (1983, Anim. Behav., 31, 600-608), whic
h is frequently used in analysis of dominance data. (C) 1998 The Assoc
iation for the Study of Animal Behaviour.