phenoRegressor.rrBLUP.G {GROAN} | R Documentation |
G-BLUP using rrBLUP library
Description
This function implements G-BLUP using rrBLUP library. Not to be exported.
Usage
phenoRegressor.rrBLUP.G(phenotypes, covariances, extraCovariates = NULL, ...)
Arguments
phenotypes |
phenotypes, a numeric array (n x 1), missing values are predicted |
covariances |
square matrix (n x n) of covariances. |
extraCovariates |
optional extra covariates set, one row per phenotype (n), one column per covariate (w). If NULL no extra covariates are considered. |
... |
extra parameters are passed to rrBLUP::mixed.solve |
Value
The function returns a list with the following fields:
-
predictions
: an array of (k) predicted phenotypes -
hyperparams
: named vector with the following keys: Vu, Ve, beta, LL -
extradata
: list with information on trained model, coming frommixed.solve
[Package GROAN version 1.3.1 Index]