| Name : R-iSFun
| |
| Version : 1.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.13.1
| Date : 2024-07-04 11:53:35
|
| Group : Development/Libraries/Other
| Source RPM : R-iSFun-1.1.0-lp155.13.1.src.rpm
|
| Size : 1.60 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Integrative Dimension Reduction Analysis for Multi-Source Data
|
Description :
The implement of integrative analysis methods based on a two-part
penalization, which realizes dimension reduction analysis and mining
the heterogeneity and association of multiple studies with compatible
designs. The software package provides the integrative analysis methods
including integrative sparse principal component analysis (Fang et al.,
2018), integrative sparse partial least squares (Liang et al., 2021)
and integrative sparse canonical correlation analysis, as well as
corresponding individual analysis and meta-analysis versions.
References: (1) Fang, K., Fan, X., Zhang, Q., and Ma, S. (2018).
Integrative sparse principal component analysis. Journal of
Multivariate Analysis, < doi:10.1016/j.jmva.2018.02.002>. (2) Liang, W.,
Ma, S., Zhang, Q., and Zhu, T. (2021). Integrative sparse partial least
squares. Statistics in Medicine, < doi:10.1002/sim.8900>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
