{ "_id": "6a212d81cd65a98ecbd23f52", "Package": "multiRec", "Type": "Package", "Title": "Analysis of Multi-Type Recurrent Events", "Version": "1.0.6", "Maintainer": "Alokananda Ghosh ", "Author": "Naji Younes [aut], Alokananda Ghosh [aut, cre], Medhasweta Sen\n[aut]", "Authors@R": "c(\nperson(\"Naji\", \"Younes\", email = \"naji@gwu.edu\", role = \"aut\"),\nperson(\"Alokananda\", \"Ghosh\", email = \"aghosh@alum.mit.edu\", role = c(\"aut\", \"cre\")),\nperson(\"Medhasweta\", \"Sen\", email = \"msen22@gwmail.gwu.edu\", role = \"aut\")\n)", "Description": "Implements likelihood-based estimation and diagnostics for\nmulti-type recurrent event data with dynamic risk that depends\non prior events and accommodates terminating events. Methods\nare described in Ghosh, Chan, Younes and Davis (2023) \"A\nDynamic Risk Model for Multitype Recurrent Events\"\n.", "License": "GPL-2", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.3", "NeedsCompilation": "no", "VignetteBuilder": "knitr", "Packaged": { "Date": "2026-06-04 07:43:38 UTC", "User": "root" }, "Config/pak/sysreqs": "make", "Repository": "https://alokanandaghosh.r-universe.dev", "Date/Publication": "2026-02-03 13:20:02 UTC", "RemoteUrl": "https://github.com/cran/multiRec", "RemoteRef": "HEAD", "RemoteSha": "b370532e5751d941495bea1a75c21995eb00512c", "MD5sum": "0ce74a85ed1d18e0317c050b9e5c4f92", "_user": "alokanandaghosh", "_type": "src", "_file": "multiRec_1.0.6.tar.gz", "_fileid": "125152a9e35b1bacf12621f8cae7184ccaacf256e90bbfe77e606c7a9c742e31", "_filesize": 213209, "_sha256": "125152a9e35b1bacf12621f8cae7184ccaacf256e90bbfe77e606c7a9c742e31", "_created": "2026-06-04T07:43:38.000Z", "_published": "2026-06-04T07:47:13.906Z", "_distro": "noble", "_jobs": [ { "job": 79472770012, "time": 169, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7405830084" }, { "job": 79472770015, "time": 131, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7405817524" }, { "job": 79472770043, "time": 135, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7405813034" }, { "job": 79472770014, "time": 174, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7405823788" }, { "job": 79472153442, "time": 241, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7405772929" }, { "job": 79472770029, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7405809083" }, { "job": 79472770049, "time": 93, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7405805019" }, { "job": 79472770060, "time": 86, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7405802638" }, { "job": 79472770052, "time": 88, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7405803360" } ], "_buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/multiRec", "_commit": { "id": "b370532e5751d941495bea1a75c21995eb00512c", "author": "Alokananda Ghosh ", "committer": "cran-robot ", "message": "version 1.0.6\n", "time": 1770124802 }, "_maintainer": { "name": "Alokananda Ghosh", "email": "aghosh@alum.mit.edu", "login": "alokanandaghosh", "description": "", "uuid": 16729752 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.2.0", "role": "Depends" }, { "package": "survival", "role": "Imports" }, { "package": "numDeriv", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "Rfast", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-06", "n": 1 } ], "_tags": [ { "name": "1.0.6", "date": "2026-02-03" } ], "_stars": 0, "_contributors": [ { "user": "alokanandaghosh", "count": 1, "uuid": 16729752 } ], "_userbio": { "uuid": 16729752, "type": "user", "name": "AlokanandaGhosh" }, "_downloads": { "count": 94, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/multiRec" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/multiRec.html", "manual.pdf" ], "_realowner": "alokanandaghosh", "_cranurl": false, "_releases": [ { "version": "1.0.6", "date": "2026-02-03" } ], "_exports": [ "multiRec", "plotProfiles" ], "_datasets": [ { "name": "multiRecCVD2", "title": "Simulated dataset with two types of multi-type recurrent events", "object": "multiRecCVD2", "class": [ "data.frame" ], "fields": [ "id", "tstart", "tstop", "age", "bmi", "male", "event" ], "rows": 1781, "table": true, "tojson": true }, { "name": "multiRecCVD4", "title": "Simulated dataset with four types of multi-type recurrent events", "object": "multiRecCVD4", "class": [ "dataset", "data.frame" ], "fields": [ "id", "age", "male", "bmi", "tstart", "tstop", "event" ], "rows": 3119, "table": true, "tojson": true } ], "_help": [ { "page": "AIC.multiRec", "title": "Akaike's Information Criterion", "topics": [ "AIC.multiRec" ] }, { "page": "BIC.multiRec", "title": "Bayesian Information Criteron", "topics": [ "BIC.multiRec" ] }, { "page": "confint.multiRec", "title": "Confidence Intervals for Model Parameters", "topics": [ "confint.multiRec" ] }, { "page": "deviance.multiRec", "title": "Deviance of a fitted model", "topics": [ "deviance.multiRec" ] }, { "page": "logLik.multiRec", "title": "Log likelihood of a fitted model", "topics": [ "logLik.multiRec" ] }, { "page": "multiRec", "title": "Fit the multi-type recurrent event model", "topics": [ "multiRec" ] }, { "page": "multiRecCVD2", "title": "Simulated dataset with two types of multi-type recurrent events", "topics": [ "multiRecCVD2" ] }, { "page": "multiRecCVD4", "title": "Simulated dataset with four types of multi-type recurrent events", "topics": [ "multiRecCVD4" ] }, { "page": "plotProfiles", "title": "Plot profile likelihoods", "topics": [ "plotProfiles" ] }, { "page": "print.multiRec", "title": "Print a short summary of the model fit", "topics": [ "print.multiRec" ] }, { "page": "resid.multiRec", "title": "Residuals from a fitted model", "topics": [ "resid.multiRec" ] }, { "page": "vcov.multiRec", "title": "Variance covariance matrix of a fitted model", "topics": [ "vcov.multiRec" ] } ], "_rundeps": [ "lattice", "MASS", "Matrix", "numDeriv", "Rcpp", "RcppArmadillo", "RcppParallel", "Rfast", "survival", "zigg" ], "_vignettes": [ { "source": "Introduction.Rmd", "filename": "Introduction.html", "title": "Multi-type recurrent events modeling with the multiRec package", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "", "Motivation for multiRec and common scenarios for its use", "Fitting MTRE models with multiRec", "Datasets", "Models", "Model 1: jointly model AF and HF with covariates", "Model 2A: jointly model stroke, AF, and HF as recurrent events; and death as terminating event", "Model 2B: jointly model stroke, AF, HF, and death with covariates and include prior AF as a predictor of stroke and HF", "Model diagnostics and selection", "References" ], "created": "2026-02-03 13:20:02", "modified": "2026-02-03 13:20:02", "commits": 1 } ], "_score": 2, "_indexed": true, "_nocasepkg": "multirec", "_universes": [ "alokanandaghosh" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.6", "date": "2026-06-04T07:46:23.000Z", "distro": "noble", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "b5a42818f104ae923ad12b60064787b9f80bf7d47742aa56ea1aba6480363d8b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" }, { "r": "4.6.0", "os": "linux", "version": "1.0.6", "date": "2026-06-04T07:45:42.000Z", "distro": "noble", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "6358cf64e1c31b5fd117a7d129b8de693f330eb44d9791c4b4e38b5191217147", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" }, { "r": "4.5.3", "os": "mac", "version": "1.0.6", "date": "2026-06-04T07:45:42.000Z", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "86d3e07173555d635dda857829caf6b8fe6ad695075852b67755c228df142c6b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" }, { "r": "4.6.0", "os": "mac", "version": "1.0.6", "date": "2026-06-04T07:46:06.000Z", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "0ccbaa053aac435cdd434a3be4196c3b458fe9ddf8a69dca07ac32a416e61202", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.6", "date": "2026-06-04T07:45:45.000Z", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "ff4ed718c4da433093370b9ea85ec632bc70a1084e560a4dbeb318f82f9031d8", "status": "success", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" }, { "r": "4.7.0", "os": "win", "version": "1.0.6", "date": "2026-06-04T07:44:53.000Z", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "d718f229375a5b5fc69b15bb9bdec0b1ebd9087e2b91dc9d461195050dfb20a6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" }, { "r": "4.5.3", "os": "win", "version": "1.0.6", "date": "2026-06-04T07:44:52.000Z", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "af5456166384d64b4a2e5ef95815563230cfb26bcd48784d19d333565d15cc26", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" }, { "r": "4.6.0", "os": "win", "version": "1.0.6", "date": "2026-06-04T07:44:52.000Z", "commit": "b370532e5751d941495bea1a75c21995eb00512c", "fileid": "ffdaee65b0ee89ba75b10f44b05ee9066dae66a5d7b027a78cd80239ce24feb8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/alokanandaghosh/actions/runs/26937945463" } ] }