Other packages > Find by keyword >

refreg  

Conditional Multivariate Reference Regions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("refreg", "0.1.1")



Attach the package and use:
library("refreg")
Maintained by
Oscar Lado-Baleato
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-02
Latest Update: 2022-04-18
Description:
An R package for estimating conditional multivariate reference regions. The reference region is non parametrically estimated using a kernel density estimator. Covariates effects on the multivariate response means vector and variance-covariance matrix, thus on the region shape, are estimated by flexible additive predictors. Continuous covariates non linear effects might be estimated using penalized splines smoothers. Confidence intervals for the covariates estimated effects might be derived from bootstrap resampling. Kernel density bandwidth can be estimated with different methods, including a method that optimize the region coverage. Numerical, and graphical, summaries can be obtained by the user in order to evaluate reference region performance with real data. Full mathematical details can be found in and .
How to cite:
Oscar Lado-Baleato (2021). refreg: Conditional Multivariate Reference Regions. R package version 0.1.1, https://cran.r-project.org/web/packages/refreg. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2021-07-02 09:10)
Other packages that cited refreg R package
View refreg citation profile
Other R packages that refreg depends, imports, suggests or enhances
Complete documentation for refreg
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  
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  
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  
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  

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