Page 43 - Linear Models for the Prediction of Animal Breeding Values 3rd Edition
P. 43

As an illustration, the inverse of the relationship matrix in Section 2.2 can be
        calculated as below. Initially list all animals in the pedigree:

                              Calf    Sire         Dam
                              1       Unknown      Unknown
                              2       Unknown      Unknown
                              3       1            2
                              4       1            Unknown
                              5       4            3
                              6       5            2
            Then set up a 6 × 6 table for the animals. For animals 1 and 2, both parents are
        unknown, therefore a  = a  = 1. Add 1 to their diagonal elements (1,1 and 2,2). For
                           1    2
        animal 3, both parents are known therefore a  = 2. Add 2 to the 3,3 element, −1 to the
                                               3
                                            1
        (3,1), (1,3), (3,2) and (2,3) elements and   to the (1,1), (1,2), (2,1) and (2,2) elements.
                                            2
                                                        4
                                                               4
        For animal 4, only one parent is known, therefore a  =  . Add   to the (4,4) element,
                                                        3
                                                               3
                                                     4
          2
                                            1
        −  to the (4,1) and (1,4) elements and   to the (1,1) element. After the first four
          3
                                            3
        animals, the table is:
                                 1        2     3     4    5   6
                                 1
                         1    1  +  +   1  1    −1   −  2
                                 2  3     2            3
                         2       1      1 +  1  −1
                                 2         2
                         3      −1       −1      2
                         4      −  2 3                4 3
                         5
                         6
            After applying the relevant rules to animals 5 and 6, the inverse of A then is:
                          1        2       3       4        5       6
                   1      1.83    0.5    −1.0    −0.67      0.0     0.0
                   2      0.5     2.0    −1.0     0.0       0.5    −1.0
                   3    −1.0     −1.0     2.5     0.5      −1.0     0.0
                   4    −0.67     0.0     0.5     1.83     −1.0     0.0
                   5      0.0     0.5    −1.0    −1.0       2.5    −1.0
                   6      0.0    −1.0     0.0     0.0      −1.0     2.0

            Using Eqn 2.3, the inverse of A can be calculated directly. If inbreeding is ignored,
        D for the pedigree is:
            D = diag(1.0, 1.0, 0.5, 0.75, 0.5, 0.5)

        and:
              −1
            D  = diag(1, 1, 2, 1.33, 2,2)

        Genetic Covariance Between Relatives                                  27
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