{ "_id": "6a1f2da5b401979e73426804", "Package": "DebiasInfer", "Type": "Package", "Title": "Efficient Inference on High-Dimensional Linear Model with\nMissing Outcomes", "Version": "0.2.1", "Authors@R": "c(\nperson(\"Yikun\", \"Zhang\", email = \"yikunzhang@foxmail.com\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0003-3905-6346\")),\nperson(\"Alexander\", \"Giessing\", email = \"giessing@uw.edu\", role = \"aut\", comment = c(ORCID = \"0000-0002-6917-0652\")),\nperson(\"Yen-Chi\", \"Chen\", email = \"yenchic@uw.edu\", role = \"aut\", comment = c(ORCID = \"0000-0002-4485-306X\")))", "Description": "A statistically and computationally efficient debiasing\nmethod for conducting valid inference on the high-dimensional\nlinear regression function with missing outcomes. The reference\npaper is Zhang, Giessing, and Chen (2023)\n.", "URL": "https://github.com/zhangyk8/Debias-Infer/", "BugReports": "https://github.com/zhangyk8/Debias-Infer/issues", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Maintainer": "Yikun Zhang ", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-15 09:40:38 UTC", "User": "root" }, "Author": "Yikun Zhang [aut, cre] (ORCID:\n), Alexander Giessing\n[aut] (ORCID: ), Yen-Chi\nChen [aut] (ORCID: )", "Config/pak/sysreqs": "cmake libgmp3-dev make libicu-dev pkg-config\nlibclang-dev", "Repository": "https://zhangyk8.r-universe.dev", "Date/Publication": "2026-03-13 06:20:02 UTC", "RemoteUrl": "https://github.com/cran/DebiasInfer", "RemoteRef": "HEAD", "RemoteSha": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "MD5sum": "344510ee0c5a28f29d1133737446538e", "_user": "zhangyk8", "_type": "src", "_file": "DebiasInfer_0.2.1.tar.gz", "_fileid": "c005c45f57b129fdd7ad169eb00cb42047cd780290fda4d817d826190a90fee6", "_filesize": 153389, "_sha256": "c005c45f57b129fdd7ad169eb00cb42047cd780290fda4d817d826190a90fee6", "_created": "2026-05-15T09:40:38.000Z", "_published": "2026-06-02T19:23:17.185Z", "_distro": "noble", "_jobs": [ { "job": 79153533695, "time": 179, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7014322950" }, { "job": 79153533151, "time": 204, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7014328206" }, { "job": 79153533041, "time": 244, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7014328566" }, { "job": 79153532729, "time": 297, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7014337348" }, { "job": 79153532432, "time": 200, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7014268857" }, { "job": 79153532194, "time": 139, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7367645623" }, { "job": 79153533420, "time": 172, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7014322397" }, { "job": 79153532836, "time": 115, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7014303227" }, { "job": 79153533227, "time": 115, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7014302923" } ], "_buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/DebiasInfer", "_commit": { "id": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "author": "Yikun Zhang ", "committer": "cran-robot ", "message": "version 0.2.1\n", "time": 1773382802 }, "_maintainer": { "name": "Yikun Zhang", "email": "yikunzhang@foxmail.com", "login": "zhangyk8", "orcid": "0000-0003-3905-6346", "uuid": 30488853 }, "_registered": true, "_dependencies": [ { "package": "CVXR", "role": "Imports" }, { "package": "caret", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "MASS", "role": "Suggests" }, { "package": "glmnet", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-11", "n": 1 } ], "_tags": [ { "name": "0.2.1", "date": "2026-03-13" } ], "_stars": 0, "_contributors": [ { "user": "zhangyk8", "count": 3, "uuid": 30488853 } ], "_userbio": { "uuid": 30488853, "type": "user", "name": "Yikun Zhang" }, "_downloads": { "count": 13937, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DebiasInfer" }, "_devurl": "https://github.com/zhangyk8/debias-infer", "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/DebiasInfer.html", "manual.pdf" ], "_realowner": "zhangyk8", "_cranurl": false, "_releases": [ { "version": "0.1", "date": "2023-09-14" }, { "version": "0.2", "date": "2023-10-09" }, { "version": "0.2.1", "date": "2026-03-13" } ], "_exports": [ "DebiasProg", "DebiasProgCV", "DualCD", "DualObj", "SoftThres" ], "_help": [ { "page": "DebiasProg", "title": "The proposed debiasing (primal) program.", "topics": [ "DebiasProg" ] }, { "page": "DebiasProgCV", "title": "The proposed debiasing (primal) program with cross-validation.", "topics": [ "DebiasProgCV" ] }, { "page": "DualCD", "title": "Coordinate descent algorithm for solving the dual form of our debiasing program.", "topics": [ "DualCD" ] }, { "page": "DualObj", "title": "The objective function of the debiasing dual program.", "topics": [ "DualObj" ] }, { "page": "SoftThres", "title": "The soft-thresholding function", "topics": [ "SoftThres" ] } ], "_rundeps": [ "backports", "caret", "checkmate", "clarabel", "class", "cli", "clock", "codetools", "cpp11", "CVXR", "data.table", "diagram", "digest", "dplyr", "e1071", "farver", "foreach", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gmp", "gower", "gtable", "hardhat", "highs", "ipred", "isoband", "iterators", "KernSmooth", "labeling", "lattice", "lava", "lifecycle", "listenv", "lubridate", "magrittr", "MASS", "Matrix", "ModelMetrics", "nlme", "nnet", "numDeriv", "osqp", "parallelly", "pillar", "pkgconfig", "plyr", "pROC", "prodlim", "progressr", "proxy", "purrr", "R6", "RColorBrewer", "Rcpp", "RcppEigen", "recipes", "reshape2", "rlang", "rpart", "S7", "scales", "scs", "shape", "slam", "sparsevctrs", "SQUAREM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tzdb", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 2.1441693000416664, "_indexed": true, "_nocasepkg": "debiasinfer", "_universes": [ "zhangyk8" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.1", "date": "2026-05-15T09:43:13.000Z", "distro": "noble", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "e964e6179aca66added2503eb0e1dc59fe7edf7db6a8ec4bf7b465e84c2533c6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" }, { "r": "4.6.0", "os": "linux", "version": "0.2.1", "date": "2026-05-15T09:43:31.000Z", "distro": "noble", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "c55d73158e2434d411cad477f8675fbbc5fe81334d45f8a9504b114b8fccdcac", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" }, { "r": "4.5.3", "os": "mac", "version": "0.2.1", "date": "2026-05-15T09:43:36.000Z", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "3288ed87338f3dd82b15c5757f77629e9b65803bb5a13ef8d86155d965c1722c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" }, { "r": "4.6.0", "os": "mac", "version": "0.2.1", "date": "2026-05-15T09:44:12.000Z", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "526567aa569f6d344a9ec7aedc8f0f98458da3bc12174dafa7710b54e2dbf726", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" }, { "r": "4.7.0", "os": "win", "version": "0.2.1", "date": "2026-05-15T09:43:09.000Z", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "0ce9877fdfae8f78df255649c32f9b570efa600868ed8fbcb75eeab92bf5b209", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" }, { "r": "4.5.3", "os": "win", "version": "0.2.1", "date": "2026-05-15T09:41:57.000Z", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "8b331cc3025c8710553d8a07647f89f137abf28b37cf0dedee77d81023a97aa2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" }, { "r": "4.6.0", "os": "win", "version": "0.2.1", "date": "2026-05-15T09:41:56.000Z", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "b3597c899ec211c6144bc6790b50c262b9c059ca301e5e08116203ee2019172d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.1", "date": "2026-06-02T19:22:58.000Z", "commit": "2cda05a420f2397d3ce6c14c89556a4c6568ad1b", "fileid": "779ab72fee280c5c69194bad8c2142ea40807abfe33860095c0f56fa3db95f4b", "status": "success", "buildurl": "https://github.com/r-universe/zhangyk8/actions/runs/25910982042" } ] }