Our method is a variable selection method to select active components in sparse linear mixed models in order to estimate the heritability. The selection allows us to reduce the size of the data sets which improves the accuracy of the estimations. Our package also provides a confidence interval for the estimated heritability.
|Author||Anna Bonnet and Celine Levy-Leduc|
|Date of publication||2015-07-23 16:32:59|
|Maintainer||Anna Bonnet <email@example.com>|
bootstrap_corr: Computation of a confidence interval for the estimated...
EstHer-package: Estimation of Heritability in High Dimensional Sparse Linear...
estim_herit: Estimation of heritability in linear mixed models.
prod_cpp: Additional function
Selvar: Estimation of heritability in high dimensional sparse linear...
W: Genetic matrix
X: Matrix of fixed effects
Y: Vector of observations