| Name : R-MVR
| |
| Version : 1.33.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.13
| Date : 2024-06-14 11:15:08
|
| Group : Development/Libraries/Other
| Source RPM : R-MVR-1.33.0-lp153.2.13.src.rpm
|
| Size : 0.72 MB
| |
| Packager : (none)
| |
| Summary : Mean-Variance Regularization
|
Description :
This is a non-parametric method for joint adaptive mean-variance
regularization and variance stabilization of high-dimensional data. It
is suited for handling difficult problems posed by high-dimensional
multivariate datasets (p >> n paradigm). Among those are that the
variance is often a function of the mean, variable-specific estimators
of variances are not reliable, and tests statistics have low powers due
to a lack of degrees of freedom. Key features include: (i)
Normalization and/or variance stabilization of the data, (ii)
Computation of mean-variance-regularized t-statistics (F-statistics to
follow), (iii) Generation of diverse diagnostic plots, (iv)
Computationally efficient implementation using C/C++ interfacing and an
option for parallel computing to enjoy a faster and easier experience
in the R environment.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
