EstHer: Estimation of Heritability in High Dimensional Sparse Linear
Mixed Models using Variable Selection
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.
| Version: |
1.0 |
| Depends: |
R (≥ 2.10), glmnet, parallel, MASS |
| Imports: |
Rcpp (≥ 0.11.5) |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Published: |
2015-07-23 |
| Author: |
Anna Bonnet and Celine Levy-Leduc |
| Maintainer: |
Anna Bonnet <anna.bonnet at agroparistech.fr> |
| License: |
GPL-2 |
| NeedsCompilation: |
yes |
| CRAN checks: |
EstHer results |
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