To investigate whether the variance explained is proportional to the length of the chromosome, we subsequently partitioned the variance explained into individual autosomes. To this end, all chromosomes were simultaneously fitted in a mixed linear model and the proportion of the variance explained by each of the chromosomes was estimated.51
