{ "_id": "6a1d63781d7bb097a0a4b9c7", "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": "2026-06-01 10:34:39 UTC", "User": "root" }, "Author": "Chainarong Amornbunchornvej [aut, cre] (ORCID:\n)", "MD5sum": "7936b6878aae5a956d4ae4dbd35241c6", "_user": "darkeyes", "_type": "src", "_file": "MRReg_0.1.6.tar.gz", "_fileid": "76fb6e56b4de035acdf7bb6c6394eaab734e0b68ddc0b9a94f4c7de6e1b3829c", "_filesize": 469677, "_sha256": "76fb6e56b4de035acdf7bb6c6394eaab734e0b68ddc0b9a94f4c7de6e1b3829c", "_created": "2026-06-01T10:34:39.000Z", "_published": "2026-06-01T10:48:24.246Z", "_distro": "noble", "_jobs": [ { "job": 78834183857, "time": 175, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7329304484" }, { "job": 78834183910, "time": 182, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7329306320" }, { "job": 78834183879, "time": 111, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7329478887" }, { "job": 78834183880, "time": 168, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7329495724" }, { "job": 78833666304, "time": 205, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7329249040" }, { "job": 78834183876, "time": 129, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7329290085" }, { "job": 78834183883, "time": 124, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7329288496" }, { "job": 78834183886, "time": 113, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7329285546" }, { "job": 78834183953, "time": 113, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7329285378" } ], "_buildurl": "https://github.com/r-universe/darkeyes/actions/runs/26749512833", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/darkeyes/mrreg", "_commit": { "id": "4b4a4a782634fa3a3a2c3c5649596efd10e3ef69", "author": "Chainarong Amornbunchornvej ", "committer": "Chainarong Amornbunchornvej ", "message": "Upgrade to v0.1.6\n\n[CI skip] Upgrade to v0.1.6\n", "time": 1746520140 }, "_maintainer": { "name": "Chainarong Amornbunchornvej", "email": "grandca@gmail.com", "login": "darkeyes", "orcid": "0000-0003-3131-0370", "description": "\n A researcher in time series, data analysis, and bioinformatics\n", "uuid": 3850106 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "caret", "role": "Depends" }, { "package": "igraph", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "markdown", "role": "Suggests" } ], "_owner": "darkeyes", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "data-science", "minimum-description-length", "multiresolution", "regression-analysis" ], "_stars": 2, "_contributors": [ { "user": "darkeyes", "count": 39, "uuid": 3850106 } ], "_userbio": { "uuid": 3850106, "type": "user", "name": "Chainarong Amornbunchornvej", "description": "\r\n A researcher in time series, data analysis, and bioinformatics\r\n" }, "_downloads": { "count": 551, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MRReg" }, 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