This chapter deals with the reconstruction of mating and dispersal processe
s in natural and experimental plant populations. Within the past fifteen ye
ars, the study of mating and dispersal processes in plants has been greatly
expanded due to (i) the development of methods for assessing parentage of
individual progeny; and (ii) an increase in the diversity and availability
of molecular genetic markers. Most attention has been focused on the use of
maternal progeny arrays to estimate shortterm rates of pollen gene flow be
tween populations and to examine patterns of pollen dispersal and male fert
ility variation within populations. The earliest studies relied solely on e
xclusion methods, but it was almost immediately realized that many gene flo
w events were not being detected, and that unique parentage could not be de
termined for a large proportion of the non-immigrant offspring in most natu
ral populations. As a consequence, methods for maximum-likelihood estimatio
n of gene flow and male fertilities have been introduced. Less effort has b
een devoted to the inference of parentage using dispersed seeds and seedlin
gs, but all of the currently available models can be adapted to this situat
ion as well. I begin this chapter with a short review of single-locus and m
ultilocus methods for estimating the proportions of self-fertilization and
outcrossing events for individuals and populations. This provides a motivat
ion for the broader question of parentage analysis, focusing first on the u
se of multilocus data to estimate levels of pollen gene flow. I then review
the methods available for estimating relative fertilities of individual pa
rents within populations, focusing on the strengths and weaknesses of each
method. I conclude with some statements about currently unanswered problems
with parentage models and some suggestions about novel or insufficiently e
xplored uses to which parentage analysis may be put in the future.