{ "_id": "6a4f3b7f21b18e15484ff69e", "Package": "MRReg", "Title": "MDL Multiresolution Linear Regression Framework", "Version": "0.1.6", "Authors@R": "person(given = \"Chainarong\",\nfamily = \"Amornbunchornvej\",\nrole = c(\"aut\", \"cre\"),\nemail = \"grandca@gmail.com\",\ncomment = c(ORCID = \"0000-0003-3131-0370\"))", "Maintainer": "Chainarong Amornbunchornvej ", "Description": "We provide the framework to analyze multiresolution\npartitions (e.g. country, provinces, subdistrict) where each\nindividual data point belongs to only one partition in each\nlayer (e.g. i belongs to subdistrict A, province P, and country\nQ). We assume that a partition in a higher layer subsumes\nlower-layer partitions (e.g. a nation is at the 1st layer\nsubsumes all provinces at the 2nd layer). Given N individuals\nthat have a pair of real values (x,y) that generated from\nindependent variable X and dependent variable Y. Each\nindividual i belongs to one partition per layer. Our goal is to\nfind which partitions at which highest level that all\nindividuals in the these partitions share the same linear model\nY=f(X) where f is a linear function. The framework deploys the\nMinimum Description Length principle (MDL) to infer solutions.\nThe publication of this package is at Chainarong\nAmornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, and\nSuttipong Thajchayapong (2021) .", "License": "MIT + file LICENSE", "URL": "https://github.com/DarkEyes/MRReg", "BugReports": "https://github.com/DarkEyes/MRReg/issues", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "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": { "Date": "2026-07-09 06:06:39 UTC", "User": "root" }, "Author": "Chainarong Amornbunchornvej [aut, cre] (ORCID:\n)", "_user": "darkeyes", "_type": "src", "_file": "MRReg_0.1.6.tar.gz", 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