| Name : R-IFAA
| |
| Version : 1.0.6
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.10
| Date : 2024-06-14 11:48:28
|
| Group : Development/Libraries/Other
| Source RPM : R-IFAA-1.0.6-lp153.1.10.src.rpm
|
| Size : 0.21 MB
| |
| Packager : (none)
| |
| Summary : Robust Inference for Absolute Abundance in Microbiome Analysis
|
Description :
IFAA is a robust approach to make inference on the association of
covariates with the absolute abundance (AA) of microbiome in an
ecosystem. It can be also directly applied to relative abundance (RA)
data to make inference on AA because the ratio of two RA is equal ratio
of their AA. This algorithm can estimate and test the associations of
interest while adjusting for potential confounders. High-dimensional
covariates are handled with regularization. The estimates of this
method have easy interpretation like a typical regression analysis.
High-dimensional covariates are handled with regularization and it is
implemented by parallel computing. False discovery rate is
automatically controlled by this approach. Zeros do not need to be
imputed by a positive value for the analysis. The IFAA package also
offers the \'MZILN\' function for estimating and testing associations of
abundance ratios with covariates.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
