I'd point out that a couple of those, such as the "brewers duck" shown are actually F-2's rather than F-1's. Most duck hybrids are fertile and the F-2's show a range of phenotypic values.
Clint
To expand & clarify what Clint pointed out:
Phenotypic values [/url]are calculated from the genotypic values for each individual for each trait. Each individual's phenotypic value is calculated from its genotypic value with an environmental effect determined by the heritability [/url]
. The individual's genotypic value is based on the alleles it inherited at the quantitative trait loci. To calculate genetic values, we use Cockerham's general genetic model :
[/url]
(2.8)
The parameters
are the additive and dominance effects of QTL
. The
's are epistatic interactions. The superscripts on the
's are for the type of interaction: We distinguish between additive by additive (AA), additive by dominance (AD), dominance by additive (DA) and dominance by dominance (DD) interactions. The
and
are coded variables denoting the genotype of the QTL. The
take on values
for QTL genotypes
, while the
are
for heterozygotes and
for homozygotes.
This results in a vector of genotypic values, one entry per individual in the simulated data set. The genetic variance [/url]is the sample variance of this vector of genotypic values. Call it
. The environmental [/url]variance,
is defined by
(2.9)
where
is the heritability [/url]of the trait. The extra environmental effect is taken from a normal distribution with mean 0 and variance
. If the environmental variance is specified, the heritability is ignored and the environmental variance is used directly. For each individual in the data set, a random variable with mean zero and variance
is generated and added to the genotypic value. This is the phenotypic value [/url]of that individual.