{ "_id": "6a4def55e691af43f13de5b9", "Package": "SAMUR", "Type": "Package", "Title": "Stochastic Augmentation of Matched Data Using Restriction\nMethods", "Version": "1.1", "Date": "2022-08-30", "Author": "Mansour T.A. Sharabiani, Alireza S. Mahani", "Maintainer": "Alireza S. Mahani ", "Description": "Augmenting a matched data set by generating multiple\nstochastic, matched samples from the data using a\nmulti-dimensional histogram constructed from dropping the input\nmatched data into a multi-dimensional grid built on the full\ndata set. The resulting stochastic, matched sets will likely\nprovide a collectively higher coverage of the full data set\ncompared to the single matched set. Each stochastic match is\nwithout duplication, thus allowing downstream validation\ntechniques such as cross-validation to be applied to each set\nwithout concern for overfitting.", "License": "GPL (>= 2)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-08 06:31:46 UTC", "User": "root" }, "Repository": "https://asmahani.r-universe.dev", "Date/Publication": "2022-08-31 12:00:14 UTC", "RemoteUrl": "https://github.com/cran/SAMUR", "RemoteRef": "HEAD", "RemoteSha": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "_user": "asmahani", "_type": "src", "_file": "SAMUR_1.1.tar.gz", "_fileid": "https://r2.ropensci.org/172ac3f73a5a7e76a77226a1526bab528f6ed63e408c45b6a64d668f85e36e9b", "_filesize": 89243, "_sha256": "172ac3f73a5a7e76a77226a1526bab528f6ed63e408c45b6a64d668f85e36e9b", "_expires": "2026-10-16T06:33:56.000Z", "_created": "2026-07-08T06:31:46.000Z", "_published": "2026-07-08T06:33:57.591Z", "_jobs": [ { "job": 85802835615, "time": 103, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8160067658" }, { "job": 85802835588, "time": 99, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8160066559" }, { "job": 85802835579, "time": 69, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8160057840" }, { "job": 85802835602, "time": 89, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8160063537" }, { "job": 85802485522, "time": 141, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8160038079" }, { "job": 85802835578, "time": 93, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8160065218" }, { "job": 85802835593, "time": 61, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8160056080" }, { "job": 85802835631, "time": 57, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8160055129" }, { "job": 85802835613, "time": 70, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8160058510" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884", "_status": "success", "_upstream": "https://github.com/cran/SAMUR", "_commit": { "id": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "author": "Alireza S. Mahani ", "committer": "cran-robot ", "message": "version 1.1\n", "time": 1661947214 }, "_maintainer": { "name": "Alireza S. Mahani", "email": "alireza.s.mahani@gmail.com", "login": "asmahani", "description": "", "uuid": 6473000 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Matching", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "asmahani", "count": 2, "uuid": 6473000 } ], "_userbio": { "uuid": 6473000, "type": "user", "name": "asmahani", "followers": 0 }, "_downloads": { "count": 210, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/SAMUR" }, "_mentions": 1, "_searchresults": 3, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/SAMUR.html", "manual.pdf" ], "_realowner": "asmahani", "_cranurl": false, "_releases": [ { "version": "0.6", "date": "2015-03-27" }, { "version": "1.1", "date": "2022-08-31" } ], "_exports": [ "samur" ], "_help": [ { "page": "samur", "title": "Stochastic Augmentation of Matched Datasets Using Restriction Methods", "topics": [ "print.samur", "samur" ] }, { "page": "summary.samur", "title": "Summarizing Output of SAMUR Augmentation Function", "topics": [ "print.summary.samur", "summary.samur" ] } ], "_rundeps": [ "MASS", "Matching" ], "_score": 1, "_indexed": true, "_nocasepkg": "samur", "_universes": [ "asmahani" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1", "date": "2026-07-08T06:33:32.000Z", "distro": "resolute", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/a061b8a0b91765e545171a0418135c06edf23ae69f8abd7ee363dc773e616f4d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" }, { "r": "4.6.1", "os": "linux", "version": "1.1", "date": "2026-07-08T06:33:28.000Z", "distro": "resolute", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/a363474ef90f77c91f4a1f00f87c7c0eac569d07e58225dec20954537adbbb83", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" }, { "r": "4.5.3", "os": "mac", "version": "1.1", "date": "2026-07-08T06:33:00.000Z", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/acdc0a3cd53730d7eba0a8397eee8c8f70e38fcda0a5f5280bd541743c5be6f0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" }, { "r": "4.6.1", "os": "mac", "version": "1.1", "date": "2026-07-08T06:33:18.000Z", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/de19474bad47bbb80087b2b9a405ed151f0a11d18e3ff721dc7cb197193c2153", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" }, { "r": "4.6.0", "os": "wasm", "version": "1.1", "date": "2026-07-08T06:33:32.000Z", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/5a98d0331c6cd6309ba00797dceec7318ec5f29def085aa4a21ced918b07e8e1", "status": "success", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" }, { "r": "4.7.0", "os": "win", "version": "1.1", "date": "2026-07-08T06:32:47.000Z", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/9b33b794daff07a81055a9d86942053fe3dbadf4b77f1a85c3413beef3c5a3cb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" }, { "r": "4.5.3", "os": "win", "version": "1.1", "date": "2026-07-08T06:32:44.000Z", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/544bb7682536c86813c23a5df4bd1c0300caa0d64325a99cb7542477648ee49f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" }, { "r": "4.6.1", "os": "win", "version": "1.1", "date": "2026-07-08T06:32:56.000Z", "commit": "6f77ba93fee3654d8416d25e7bba0f3f8ee4f3e3", "fileid": "https://r2.ropensci.org/90cfd6ea583e262c00f5623a02bc58817629142033f7d4d178464aa34059580f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/asmahani/actions/runs/28922444884" } ] }