IS acknowledges support from Finnish FABA funded from the TEKES (the Finnish Funding Agency for Technology and Innovation) project "Genomic information in genetic evaluations and breeding programs".
However, in traditional pedigree-based breeding value estimation models used in routine evaluations, variance components and breeding values are rarely estimated simultaneously, because this is computationally not feasible when using very large datasets [ 8].
However, if the cause of death of a BMD shall be considered for the purpose of breeding selection, for the evaluation of genetic tests and breeding value estimations, a definitive diagnosis is essential.
In segregating generations and in evaluation of fixed lines, plants and breeding lines were evaluated for these traits either in the pedigree breeding nursery or special screening nurseries.
For the design and evaluation of breeding programs more accurate representations of the structure of existing sheep populations and of scrapie biology would be required.
The variance in TBV, therefore, is an important parameter for both optimizing individual selection decisions and evaluation of breeding schemes.
The SSRs detected in this study can be used as genetic markers for germplasm evaluation of breeding and imported populations.
We expect that the SSRs detected in this study can then be used as genetic markers for germplasm evaluation of breeding and imported populations.
Variance component estimation and breeding value evaluation in applied animal breeding are typically based on large data sets, and we therefore expect that the proposed DHGLM algorithm could be of wide-spread use in future animal breeding programs.
These markers can be deployed in future genetic studies of PHS resistance and might also be useful in the evaluation of PHS in germplasm and breeding material.
