Page 64 - Linear Models for the Prediction of Animal Breeding Values 3rd Edition
P. 64

The solutions to the MME by direct inversion of the coefficient matrix are:

                             Sex effects             Sires

                        Males      Females     1        3      4
                        4.336       3.382    0.022    0.014  −0.043

         The difference between solutions for sex subclasses, L′b, where L is [1 − 1], is the
         same as in the animal model. However, sire proofs and differences between sire
         proofs (s  − s ) are different from those from the animal model, although the ranking
                i   j
         for the three sires is the same in both models. The differences in the proofs are due to
         the lack of adjustment for breeding values of mates in the sire model and differences
         in progeny contributions under both models. In this example, most of the differences
         in sire solutions under both models are due to differences in progeny contributions.
         The proofs for these sires under the animal model are based on their progeny contri-
         butions, since their parents are unknown. This contribution from progeny includes
         information from progeny yields and those of grand-offspring of the sires. However,
         in the sire model, progeny contributions include information from only male grand-
         offspring of the sires in addition to progeny yields. The effect of this difference on sire
         proofs under the two models is illustrated for two bulls below.
            From the calculations in Section 3.3.1, the proportionate contribution of calves 4
         and 6 to the proof of sire 1 in the animal model are −0.003 and 0.102, respectively.
         Using Eqn 3.8, the contribution of information from the different yield records to sire 1
         under the sire model are as follows.
            Contributions (CONT) from yields for calves 4 and 6 are:
            CONT  = n (0.082) = 0.010
                  4   2
            CONT  = n (0.259) = 0.031
                  6   2
         where n  = 2/16.667.
                2
            Contributions from yield record for male grand-progeny (calf 7) through animal 4
         (progeny) is:
            CONT  = n (−0.086) = −0.019
                  7   3
         where n  = 3.667/16.667.
                3
         Therefore:
            s  = CONT  + CONT  + CONT  = 0.022
             1        4        6        7
         In the sire model the sum of CONT  and CONT  is equivalent to the contribution
                                        4           7
         from calf 4 to the sire proof in the animal model. Thus the main difference in the
         proof for sire 1 in the two models is due largely to the lower contribution of calf 6 in
         the sire model. This lower contribution arises from the fact the contribution is only
         from the yield record in the sire model while it is from the yield and the progeny of
         calf 6 in the animal model.
            Similar calculations for sire 3 indicate that the proportionate contributions from
         its progeny are −0.088 for calf 5 and 0.047 for calf 8 in the animal model. However,
         in the sire model the contributions are −0.037 and 0.051, respectively, from the
         yield of these calves. Again, the major difference here is due to the contribution from
         calf 5, which contains information from her offspring (calf 7) in the animal model.


          48                                                              Chapter 3
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