{ "_id": "6ad32aef2c5c76d3dd0c9c1b", "Package": "MTE", "Type": "Package", "Title": "Maximum Tangent Likelihood Estimation for Robust Linear\nRegression and Variable Selection", "Version": "1.2.1", "Encoding": "UTF-8", "Date": "2025-04-30", "Authors@R": "c(person(\"Shaobo\", \"Li\", email=\"shaobo.li@ku.edu\", role=c(\"aut\", \"cre\")),\nperson(\"Yichen\", \"Qin\", email=\"qinyn@ucmail.uc.edu\", role=c(\"aut\")))", "Maintainer": "Shaobo Li ", "Description": "Several robust estimators for linear regression and\nvariable selection are provided. Included are Maximum tangent\nlikelihood estimator by Qin, et al., (2017), arXiv preprint\n, least absolute deviance\nestimator and Huber regression. The penalized version of each\nof these estimator incorporates L1 penalty function, i.e.,\nLASSO and Adaptive Lasso. They are able to produce consistent\nestimates for both fixed and high-dimensional settings.", "URL": "https://github.com/shaobo-li/MTE", "License": "GPL-3", "RoxygenNote": "7.2.3", "Repository": "https://shaobo-li.r-universe.dev", "Date/Publication": "2025-05-02 14:30:03 UTC", "RemoteUrl": "https://github.com/shaobo-li/mte", "RemoteRef": "HEAD", "RemoteSha": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-17 07:55:28 UTC", "User": "root" }, "Author": "Shaobo Li [aut, cre],\nYichen Qin [aut]", "_user": "shaobo-li", "_type": "src", "_file": "MTE_1.2.1.tar.gz", "_fileid": "https://r2.ropensci.org/5c25ad3e162805680fc5c7ceae2521e28c5a2005cb9aece8c5b758d651b5d61c", "_filesize": 97505, "_sha256": "5c25ad3e162805680fc5c7ceae2521e28c5a2005cb9aece8c5b758d651b5d61c", "_expires": "2027-01-25T07:59:41.000Z", "_created": "2026-10-17T07:55:28.000Z", "_published": "2026-10-17T07:59:43.094Z", "_buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 117346557779, "time": 146, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12094705830" }, { "job": 117346557794, "time": 123, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12094203139" }, { "job": 117346557831, "time": 206, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12094876981" }, { "job": 117346557821, "time": 181, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12094488588" }, { "job": 117346049574, "time": 165, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12094930053" }, { "job": 117346557783, "time": 80, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12094691470" }, { "job": 117346557771, "time": 93, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12094043383" }, { "job": 117346557797, "time": 109, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12094284648" }, { "job": 117346557825, "time": 80, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12094602266" } ], "_upstream": "https://github.com/shaobo-li/mte", "_commit": { "id": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "author": "Li ", "committer": "Li ", "message": "updated to fix NOTES\n", "time": 1746196203 }, "_maintainer": { "name": "Shaobo Li", "email": "shaobo.li@ku.edu", "login": "shaobo-li", "description": "", "uuid": 11182062 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.0", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "quantreg", "role": "Imports" }, { "package": "glmnet", "role": "Imports" }, { "package": "rqPen", "role": "Imports" } ], "_owner": "shaobo-li", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "shaobo-li", "count": 13, "uuid": 11182062 } ], "_userbio": { "uuid": 11182062, "type": "user", "name": "Shaobo Li", "followers": 5 }, "_downloads": { "count": 297, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MTE" }, "_mentions": 24, "_devurl": "https://github.com/shaobo-li/mte", "_searchresults": 9, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/MTE.html", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/shaobo-li/mte", "_realowner": "shaobo-li", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2017-08-29" }, { "version": "1.0.1", "date": "2021-05-11" }, { "version": "1.0.2", "date": "2022-03-22" }, { "version": "1.2", "date": "2023-04-11" }, { "version": "1.2.1", "date": "2025-05-01" } ], "_exports": [ "huber.lasso", "huber.reg", "huberloss", "LAD", "LADlasso", "MTE", "MTElasso" ], "_help": [ { "page": "huber.lasso", "title": "Huber-Lasso estimator", "topics": [ "huber.lasso" ] }, { "page": "huber.reg", "title": "Huber estimation for linear regression", "topics": [ "huber.reg" ] }, { "page": "huberloss", "title": "Huber Loss", "topics": [ "huberloss" ] }, { "page": "LAD", "title": "Least Absolute Deviance Estimator for Linear Regression", "topics": [ "LAD" ] }, { "page": "LADlasso", "title": "LAD-Lasso for Linear Regression", "topics": [ "LADlasso" ] }, { "page": "MTE", "title": "Maximum Tangent-likelihood Estimation", "topics": [ "MTE" ] }, { "page": "MTElasso", "title": "MTE-Lasso estimator", "topics": [ "MTElasso" ] } ], "_readme": "https://github.com/shaobo-li/mte/raw/HEAD/README.md", "_rundeps": [ "cli", "codetools", "data.table", "foreach", "glmnet", "hqreg", "hrqglas", "iterators", "lattice", "lifecycle", "MASS", "Matrix", "MatrixModels", "plyr", "quantreg", "rbibutils", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "rlang", "rqPen", "shape", "SparseM", "survival" ], "_score": 3.6989700043360187, "_indexed": true, "_nocasepkg": "mte", "_universes": [ "shaobo-li" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.1", "date": "2026-10-17T07:57:44.000Z", "distro": "resolute", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/48532fe1d642ce504d1a5110988e5f0c4ee1bf49bd67d3bf7c8a5c439be90a58", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" }, { "r": "4.6.1", "os": "linux", "version": "1.2.1", "date": "2026-10-17T07:57:22.000Z", "distro": "resolute", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/25c3379a89cf553cbcc769cba73afac74c631732784c3a5e83a98a5f9741a494", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" }, { "r": "4.5.3", "os": "mac", "version": "1.2.1", "date": "2026-10-17T07:58:11.000Z", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/6cfdc6aae63be04c7e6fbb31c359bf5b6631f99c15fad5ef4e9c0c70d0d12e15", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" }, { "r": "4.6.1", "os": "mac", "version": "1.2.1", "date": "2026-10-17T07:57:54.000Z", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/7f1376728cbe0b6a6d70d321159c05eb20a7093dd06e7e24b0713c7c579c2160", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.1", "date": "2026-10-17T07:57:11.000Z", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/42535d225c327418db3bc9e67d0f03cb25e4c96024f12def9624fa27aa21df07", "status": "success", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" }, { "r": "4.7.0", "os": "win", "version": "1.2.1", "date": "2026-10-17T07:56:45.000Z", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/71ab78fa25b04ec7e1357743717584d5ddac12d2503335b1b4a7c2b7af9ed51f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" }, { "r": "4.5.3", "os": "win", "version": "1.2.1", "date": "2026-10-17T07:56:58.000Z", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/dd5e13a932008f843c3a0fc43772bdd3532214ebc179cd88bbc0b45a625ec357", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" }, { "r": "4.6.1", "os": "win", "version": "1.2.1", "date": "2026-10-17T07:56:35.000Z", "commit": "30935d111accad6a350ca22a94dd2908ff5d0ebe", "fileid": "https://r2.ropensci.org/e0edb59e8d3f5d5101ad59ceac386bb11fcef8cb5f844e851b9e0c4bc169b791", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/shaobo-li/actions/runs/39015272595" } ] }