Other packages > Find by keyword >

MRReg  

MDL Multiresolution Linear Regression Framework
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MRReg", "0.1.6")



Attach the package and use:
library("MRReg")
Maintained by
Chainarong Amornbunchornvej
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-05-12
Latest Update: 2025-05-06
Description:
We provide the framework to analyze multiresolution partitions (e.g. country, provinces, subdistrict) where each individual data point belongs to only one partition in each layer (e.g. i belongs to subdistrict A, province P, and country Q). We assume that a partition in a higher layer subsumes lower-layer partitions (e.g. a nation is at the 1st layer subsumes all provinces at the 2nd layer). Given N individuals that have a pair of real values (x,y) that generated from independent variable X and dependent variable Y. Each individual i belongs to one partition per layer. Our goal is to find which partitions at which highest level that all individuals in the these partitions share the same linear model Y=f(X) where f is a linear function. The framework deploys the Minimum Description Length principle (MDL) to infer solutions. The publication of this package is at Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, and Suttipong Thajchayapong (2021) .
How to cite:
Chainarong Amornbunchornvej (2020). MRReg: MDL Multiresolution Linear Regression Framework. R package version 0.1.6, https://cran.r-project.org/web/packages/MRReg. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.1.1 (2020-05-12 16:30), 0.1.2 (2020-09-12 07:20), 0.1.3 (2021-01-07 04:10), 0.1.4 (2021-03-28 12:30), 0.1.5 (2022-08-19 17:30)
Other packages that cited MRReg R package
View MRReg citation profile
Other R packages that MRReg depends, imports, suggests or enhances
Complete documentation for MRReg
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  
ClimClass  
Climate Classification According to Several Indices
Classification of climate according to Koeppen - Geiger, of aridity indices, of continentality indi ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
Download / Learn more Package Citations See dependency  
pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
imagefx  
Extract Features from Images
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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