{ "_id": "6a17df6bacfb0bcc41d9d725", "Package": "randomForestRHF", "Version": "1.0.1", "Date": "2026-04-27", "Title": "Random Hazard Forests", "Authors@R": "c(person(\"Hemant\", \"Ishwaran\", email = \"hemant.ishwaran@gmail.com\", role = \"aut\"),\nperson(\"Udaya B.\", \"Kogalur\", email = \"ubk@kogalur.com\", role = c(\"aut\", \"cre\")))", "Author": "Hemant Ishwaran [aut], Udaya B. Kogalur [aut, cre]", "Maintainer": "Udaya B. Kogalur ", "SystemRequirements": "OpenMP", "Description": "Random Hazard Forests (RHF) extend Random Survival Forests\n(RSF) by directly estimating the hazard function and by\naccommodating time-dependent covariates through\ncounting-process style inputs. The package fits tree ensembles\nfor dynamic survival prediction, returning hazard, cumulative\nhazard, integrated hazard, and related performance summaries\nfor training and test data. The methods build on Random\nSurvival Forests described by Ishwaran et al. (2008)\n and on nonparametric hazard modeling\nwith time-dependent covariates described by Lee et al. (2021)\n.", "License": "GPL (>= 3)", "URL": "https://www.randomforestsrc.org/ https://ishwaran.org/", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-28 06:20:09 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-04-28 17:06:59 UTC", "RemoteUrl": "https://github.com/cran/randomForestRHF", "RemoteRef": "HEAD", "RemoteSha": "ae93dc486c3e0c1a92d2b8d61309c89926db1345", "MD5sum": "69ac6092884b7875a0d872e8cabe0275", "_user": "cran", "_type": "src", "_file": "randomForestRHF_1.0.1.tar.gz", "_fileid": "228f03e22d7f8d7cb322643b16ef4e9338528b1018eb6da9e897d9760709cee3", "_filesize": 380507, "_sha256": "228f03e22d7f8d7cb322643b16ef4e9338528b1018eb6da9e897d9760709cee3", "_created": "2026-05-28T06:20:09.000Z", "_published": "2026-05-28T06:23:39.511Z", "_distro": "noble", "_jobs": [ { "job": 78235182254, "time": 159, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7259060793" }, { "job": 78235182199, "time": 146, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7259058013" }, { "job": 78235182292, "time": 163, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7259061883" }, { "job": 78235182185, "time": 155, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7259059866" }, { "job": 78234762847, "time": 220, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7259023066" }, { "job": 78235182146, "time": 146, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7259057411" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26558228512", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/randomForestRHF", "_commit": { "id": "ae93dc486c3e0c1a92d2b8d61309c89926db1345", "author": "Udaya B. Kogalur ", "committer": "cran-robot ", "message": "version 1.0.1\n", "time": 1777396019 }, "_maintainer": { "name": "Udaya B. Kogalur", "email": "ubk@kogalur.com", "login": "kogalur", "description": "", "uuid": 6853644 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.3.0", "role": "Depends" }, { "package": "randomForestSRC", "version": ">= 3.3.1", "role": "Imports" }, { "package": "varPro", "version": ">= 3.0.0", "role": "Imports" }, { "package": "survival", "role": "Imports" }, { "package": "mlbench", "role": "Suggests" }, { "package": "interp", "role": "Suggests" }, { "package": "glmnet", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-17", "n": 1 }, { "week": "2026-18", "n": 1 } ], "_tags": [ { "name": "1.0.0", "date": "2026-04-23" }, { "name": "1.0.1", "date": "2026-04-28" } ], "_stars": 0, "_contributors": [ { "user": "kogalur", "count": 2, "uuid": 6853644 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 503, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/randomForestRHF" }, "_pkgdown": "https://www.randomforestsrc.org/", "_searchresults": 0, "_topics": [ "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/randomForestRHF.html", "manual.pdf" ], "_homeurl": "https://github.com/kogalur/randomforestrhf", "_realowner": "kogalur", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2026-04-23" }, { "version": "1.0.1", "date": "2026-04-28" } ], "_exports": [ "as.data.frame.importance.rhf", "auct", "auct.rhf", "convert.counting", "convert.standard.counting", "dotmatrix.importance", "dotmatrix.importance.rhf", "hazard.simulation", "importance.rhf", "plot.auct.rhf", "plot.importance.rhf", "plot.rhf", "plot.tune.treesize.rhf", "predict.rhf", "print.auct.rhf", "print.importance.rhf", "print.rhf", "rhf", "rhf.news", "smoothed.hazard", "smoothed.hazard.rhf", "tune.iAUC", "tune.iAUC.rhf", "tune.rhf", "tune.treesize.rhf", "varpro.cache", "varpro.cache.rhf", "xvar.wt.rhf" ], "_help": [ { "page": "auct.rhf", "title": "Time-varying AUC(t) and iAUC for Random Hazard Forests (TDC)", "topics": [ "auct", "auct.rhf", "plot.auct.rhf", "print.auct.rhf" ] }, { "page": "importance.rhf", "title": "Time-localized VarPro importance for random hazard forests", "topics": [ "as.data.frame.importance.rhf", "dotmatrix.importance", "dotmatrix.importance.rhf", "importance.rhf", "plot.importance.rhf", "print.importance.rhf", "varpro.cache", "varpro.cache.rhf" ] }, { "page": "plot.rhf", "title": "Plot smoothed hazard and cumulative hazard plots from RHF analysis", "topics": [ "plot.rhf" ] }, { "page": "predict.rhf", "title": "Prediction on Test Data for Random Hazard Forests", "topics": [ "predict.rhf" ] }, { "page": "print.rhf", "title": "Print Output from a Random Hazard Forest Analysis", "topics": [ "print.rhf", "print.vimp.rhf" ] }, { "page": "rhf", "title": "Random Hazard Forests", "topics": [ "rhf" ] }, { "page": "rhf.news", "title": "Show the NEWS file", "topics": [ "rhf.news" ] }, { "page": "smoothed.hazard.rhf", "title": "Smoothed hazard and cumulative hazard estimates from a random hazard forest", "topics": [ "smoothed.hazard", "smoothed.hazard.rhf" ] }, { "page": "tune.treesize.rhf", "title": "Tune tree size for Random Hazard Forests", "topics": [ "plot.tune.treesize.rhf", "tune.iAUC", "tune.iAUC.rhf", "tune.rhf", "tune.treesize.rhf" ] } ], "_rundeps": [ "BART", "base64enc", "bit", "bit64", "bslib", "cachem", "cli", "clipr", "codetools", "cpp11", "crayon", "data.tree", "DiagrammeR", "digest", "dplyr", "evaluate", "farver", "fastmap", "fontawesome", "foreach", "fs", "gbm", "generics", "glmnet", "glue", "highr", "hms", "htmltools", "htmlwidgets", "igraph", "iterators", "jquerylib", "jsonlite", "knitr", "labeling", "lattice", "lifecycle", "magrittr", "Matrix", "memoise", "mime", "nlme", "pillar", "pkgconfig", "prettyunits", "progress", "purrr", "R6", "randomForestSRC", "rappdirs", "RColorBrewer", "Rcpp", "RcppEigen", "readr", "rlang", "rmarkdown", "rstudioapi", "sass", "scales", "shape", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "tinytex", "tzdb", "utf8", "varPro", "vctrs", "viridisLite", "visNetwork", "vroom", "withr", "xfun", "yaml" ], "_sysdeps": [ { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 1.3010299956639813, "_indexed": false, "_nocasepkg": "randomforestrhf", "_universes": [ "cran" ], "_indexurl": "https://kogalur.r-universe.dev/randomForestRHF", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-05-28T06:22:40.000Z", "distro": "noble", "arch": "aarch64", "commit": "ae93dc486c3e0c1a92d2b8d61309c89926db1345", "fileid": "b9d90a1b44aaddbf4fde2b6768ed12c995601a90a109449e552a667428a48168", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26558228512" }, { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-05-28T06:22:24.000Z", "distro": "noble", "arch": "x86_64", "commit": "ae93dc486c3e0c1a92d2b8d61309c89926db1345", "fileid": "b0b93ea722a585c2457265e5a76b9fcac465828ce8eba14492c3078db5a6d122", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26558228512" }, { "r": "4.6.0", "os": "linux", "version": "1.0.1", "date": "2026-05-28T06:22:45.000Z", "distro": "noble", "arch": "aarch64", "commit": "ae93dc486c3e0c1a92d2b8d61309c89926db1345", "fileid": "044206a4f158b2f0d2651dfc7e71c26f2dfbd665c1598dbe6756e972603a4e59", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26558228512" }, { "r": "4.6.0", "os": "linux", "version": "1.0.1", "date": "2026-05-28T06:22:31.000Z", "distro": "noble", "arch": "x86_64", "commit": "ae93dc486c3e0c1a92d2b8d61309c89926db1345", "fileid": "b6894da617f7a7610d7ca7010f260d993fc764e6af140faff23591f1664f3388", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26558228512" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.1", "date": "2026-05-28T06:22:57.000Z", "arch": "emscripten", "commit": "ae93dc486c3e0c1a92d2b8d61309c89926db1345", "fileid": "2f1a8a73d5ce14280bac467c3026a37b5b60718ad3e0c6c13ab1293aec37bc1b", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26558228512" } ] }