Description Usage Arguments Details Value Note Author(s) References See Also Examples
Given a pedigree, the matrix of coefficients of fraternity are returned - the D matrix - as well as a simulated set of coefficients of fraternity (Ovaskainen et al. 2008).
1 |
pedigree |
A pedigree with columns organized: ID, Dam, Sire |
N |
The number of times to simulate genotypes for the pedigree |
invertD |
A logical indicating whether or not to invert the D matrix |
calcSE |
A logical indicating whether or not the standard errors for each coefficient of fraternity should be calculated |
Missing parents (e.g., base population) should be denoted by either 'NA' or '0'.
Ovaskainen et al. (2008) indicated that the method of calculating the D matrix (see makeD
) is only an approximation. They proposed a simulation method that is implemented here. This should be more appropriate when inbreeding occurs in the pedigree.
The value, listDsim
will list both the approximate values (returned from makeD
) as well as the simulated values. If calcSE
is TRUE, these values will be listed in listDsim
.
A |
the A matrix in sparse matrix form |
D |
the approximate D matrix in sparse matrix form |
logDetD |
the log determinant of the approximate D matrix |
Dinv |
the inverse of the approximate D matrix in sparse matrix form |
listDinv |
the three column form of the non-zero elements for the inverse of the approximate D matrix |
Dsim |
the simulated D matrix in sparse matrix form |
logDetDsim |
the log determinant of the simulated D matrix |
Dsiminv |
the inverse of the simulated D matrix in sparse matrix form |
listDsim |
the three column form of the non-zero and non-self elements for the simulated D matrix |
listDsiminv |
the three column form of the non-zero elements for the inverse of the simulated D matrix |
This simulation can take a long time for large values of N
. If unsure, it is advisable to start with a lower N and gradually increase to gain a sense of the time required to execute a desired N
.
Ovaskainen, O., Cano, J.M., & Merila, J. 2008. A Bayesian framework for comparative quantitative genetics. Proceedings of the Royal Society B 275, 669-678.
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