Other packages > Find by keyword >

MVR  

Mean-Variance Regularization
View on CRAN: Click here


Download and install MVR package within the R console
Install from CRAN:
install.packages("MVR")

Install from Github:
library("remotes")
install_github("cran/MVR")

Install by package version:
library("remotes")
install_version("MVR", "1.33.0")



Attach the package and use:
library("MVR")
Maintained by
Jean-Eudes Dazard
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-07-26
Latest Update: 2018-09-10
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.
How to cite:
Jean-Eudes Dazard (2011). MVR: Mean-Variance Regularization. R package version 1.33.0, https://cran.r-project.org/web/packages/MVR. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.00.0 (2011-07-26 22:23), 1.10.0 (2011-12-15 11:07), 1.20.0 (2013-11-13 07:48), 1.30.1 (2015-06-19 17:44), 1.30.2 (2015-07-11 16:38), 1.30.3 (2016-01-28 20:57), 1.31.0 (2016-10-26 00:18), 1.32.0 (2017-05-29 15:17), 1.32.1 (2018-04-17 00:39)
Other packages that cited MVR R package
View MVR citation profile
Other R packages that MVR depends, imports, suggests or enhances
Complete documentation for MVR
Functions, R codes and Examples using the MVR R package
Some associated functions: MVR-package . MVR.news . Real-data . Synthetic-data . cluster.diagnostic . mvr . mvrt.test . normalization.diagnostic . stabilization.diagnostic . target.diagnostic . 
Some associated R codes: Full MVR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA