| Name : R-LUCIDus
| |
| Version : 3.0.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.1.1
| Date : 2024-07-09 10:28:09
|
| Group : Development/Libraries/Other
| Source RPM : R-LUCIDus-3.0.2-lp154.1.1.src.rpm
|
| Size : 0.69 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : LUCID with Multiple Omics Data
|
Description :
An implementation of estimating the Latent Unknown Clusters By
Integrating Multi-omics Data (LUCID) model (Peng (2019)
< doi:10.1093/bioinformatics/btz667>). LUCID conducts integrated
clustering using exposures, omics information (and outcome information
as an option). This package implements three different integration
strategies for multi-omics data analysis within the LUCID framework:
LUCID early integration (the original LUCID model), LUCID in parallel
(intermediate integration), and LUCID in serial (late integration).
Automated model selection for each LUCID model is available to obtain
the optimal number of latent clusters, and an integrated imputation
approach is implemented to handle sporadic and list-wise missingness in
multi-omics data. Lasso-type regularity for exposure and omics features
were added. S3 methods for summary and plotting functions were fixed.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
