| Name : R-HDMAADMM
| |
| Version : 0.0.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.7
| Date : 2024-09-10 17:58:24
|
| Group : Development/Libraries/Other
| Source RPM : R-HDMAADMM-0.0.1-lp153.1.7.src.rpm
|
| Size : 0.31 MB
| |
| Packager : (none)
| |
| Summary : ADMM for High-Dimensional Mediation Models
|
Description :
We use the Alternating Direction Method of Multipliers (ADMM) for
parameter estimation in high-dimensional, single-modality mediation
models. To improve the sensitivity and specificity of estimated
mediation effects, we offer the sure independence screening (SIS)
function for dimension reduction. The available penalty options include
Lasso, Elastic Net, Pathway Lasso, and Network-constrained Penalty. The
methods employed in the package are based on Boyd, S., Parikh, N., Chu,
E., Peleato, B., & Eckstein, J. (2011). < doi:10.1561/2200000016>, Fan,
J., & Lv, J. (2008) < doi:10.1111/j.1467-9868.2008.00674.x>, Li, C., &
Li, H. (2008) < doi:10.1093/bioinformatics/btn081>, Tibshirani, R.
(1996) < doi:10.1111/j.2517-6161.1996.tb02080.x>, Zhao, Y., & Luo, X.
(2022) < doi:10.4310/21-sii673>, and Zou, H., & Hastie, T. (2005)
< doi:10.1111/j.1467-9868.2005.00503.x>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
