Determining the way in which different QTLs interact (epistasis) in their e
ffects on the phenotype is crucial to many areas in population genetics and
evolutionary biology. For example, in the founder event, a separated popul
ation readapts to a new environment through the release of cryptic gene-gen
e interactions. In hybrid zones, hybrid speciation must be subjected to nat
ural selection for epistasis resulting from genomic recombinations between
different species. However, there is a severe shortage of relevant methodol
ogies to estimate epistatic genetic effects and variances. A statistical mo
del has recently been proposed to estimate the number of QTLs, their geneti
c effects and allelic frequencies in segregating populations. This model is
based on multiplicative gene action and derived from a two-level intra- an
d interspecific mating design. In this paper, we formulate a statistical pr
ocedure for partitioning the genetic variance into additive, dominant and v
arious kinds of epistatic components in an intra- or mixed intra- and inter
specific hybrid population. The procedure can be used to study the genetic
architecture of fragmented populations and hybrid zones, thus allowing for
a better recognition of the role of epistasis in evolution and hybrid speci
ation. A real example for two Populus species, P. tremuloides and P. tremul
a, is provided to illustrate the procedure. In this example, we found that
considerable new genetic variation is formed through genomic recombination
between two aspen species.