We address various statistical aspects of biological parentage in multi-off
spring broods that arise via multiple paternity or multiple maternity and,
hence, consist of mixtures of full- and half-sibs. Conditioned on populatio
n genetic parameters, computer simulations described herein permit estimati
on of: (1) the mean number of offspring needed to detect all parental gamet
es in a brood and (2) the relationship between the number of distinct paren
tal gametes found in a brood and the number of parents. Results are relevan
t to the design of empirical studies employing molecular markers to assess
genetic parentage in polygynous or polyandrous species with large broods, s
uch as are found in many fishes, amphibians, insects, plants and other grou
ps. The utility of this approach is illustrated using two empirical data se
ts.