Package: MRReg Title: MDL Multiresolution Linear Regression Framework Version: 0.1.6 Authors@R: person(given = "Chainarong", family = "Amornbunchornvej", role = c("aut", "cre"), email = "grandca@gmail.com", comment = c(ORCID = "0000-0003-3131-0370")) Maintainer: Chainarong Amornbunchornvej 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) . License: MIT + file LICENSE URL: https://github.com/DarkEyes/MRReg BugReports: https://github.com/DarkEyes/MRReg/issues Encoding: UTF-8 Depends: R (>= 3.5.0), caret Imports: igraph Roxygen: list(markdown = TRUE) Suggests: knitr, rmarkdown, markdown VignetteBuilder: knitr RoxygenNote: 7.3.2 Config/pak/sysreqs: libglpk-dev libicu-dev libxml2-dev Repository: https://darkeyes.r-universe.dev Date/Publication: 2025-05-06 08:29:00 UTC RemoteUrl: https://github.com/darkeyes/mrreg RemoteRef: HEAD RemoteSha: 4b4a4a782634fa3a3a2c3c5649596efd10e3ef69 NeedsCompilation: no Packaged: 2026-07-04 18:42:48 UTC; root Author: Chainarong Amornbunchornvej [aut, cre] (ORCID: )