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In practice, to infer locus ancestry from marker data requires Bayesian computationally intensive methods, as implemented in the program ADMIXMAP.
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Gathering the data requires painstaking care.
As the algorithm uses the relative proportions of DNA methylation across CETS markers, the input data required is not limited to data generated on the Illumina Infinium Human Methylation450 Beadchip (HM450) platform.
The computation of the additive trend test statistics on the whole set of markers available in the WTCCC data required 18 sec for the actual phenotypic status of the samples and 50 min for random permutations of their phenotypic status.
Nevertheless, this study has provided the selected data required to potentially develop tens of thousands of novel SSR markers for the faba bean genome.
Which, happily, means no roaming data required.
The data required to use this framework include the longitude and latitude of species' occurrences along with data on intraspecific phenotypic variation and population structure inferred from genetic markers.
Successful implementation of GS using IBS information requires dense marker data [ 2] on large numbers of animals (or at least dense genotypes that can be accurately imputed), which may imply substantial genotyping costs.
Hence, the IBS-GS model has the highest accuracy, but requires dense marker data, which may be costly to obtain.
Still, an accurate representation of the relationships requires dense marker data, which contributes to the sensitivity of IBS-GS to marker density.
Although the establishment of reliable phylogenetic relations requires additional SNP marker data, STRs can be used to distinguish Y chromosome haplogroups and, in some cases, subdivisions within haplogroups, as we show in this study for R1a and R1b1b (Figure 3).
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