MVR.news

Further arguments passed to or from other methods.

Function to display the NEWS file of the <pkg>MVR</pkg> package.

documentation

MVR 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), such as in omics-type data, among which 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- and F-statistics, (iii) Generation
        of diverse diagnostic plots, (iv) Computationally efficiency
        implementation, using C++ interfacing, and an option for
        parallel computing to enjoy a fast and easy experience in the R
        environment.

MVR.news: Function to Display the NEWS File

Description

Usage

Arguments

Value