{ "_id": "6a1d2c7e1d7bb097a0a390f5", "Package": "varlasso", "Type": "Package", "Title": "Vector Autoregressive State Space Models With Shrinkage", "Version": "0.0.1", "Authors@R": "as.person(c(\n\"Eric Ward [aut, cre]\",\n\"Mark Scheuerell [ctb]\",\n\"Kristin Marshall [ctb]\"\n))", "Maintainer": "Eric Ward ", "Description": "The varlasso package uses Stan (mc-stan.org) to fit VAR\nstate space models with optional shrinkage priors on B matrix\nelements (autoregression coefficients).", "License": "GPL (>=3)", "Encoding": "UTF-8", "URL": "https://nwfsc-timeseries.github.io/varlasso/,\nhttps://github.com/nwfsc-timeseries/varlasso", "BugReports": "https://github.com/nwfsc-timeseries/varlasso/issues", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.1.2", "SystemRequirements": "GNU make", "Biarch": "true", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "make", "Repository": "https://atsa-es.r-universe.dev", "Date/Publication": "2022-09-29 23:33:36 UTC", "RemoteUrl": "https://github.com/atsa-es/varlasso", "RemoteRef": "HEAD", "RemoteSha": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-01 06:39:59 UTC", "User": "root" }, "Author": "Eric Ward [aut, cre],\nMark Scheuerell [ctb],\nKristin Marshall [ctb]", "MD5sum": "4e26639022edde36ff55925e5ad7c13d", "_user": "atsa-es", "_type": "src", "_file": "varlasso_0.0.1.tar.gz", "_fileid": "4651e4e05b483e435bfc61ca8c6736d79b2451d36d53d57bd97264e88ccfd679", "_filesize": 121659, "_sha256": "4651e4e05b483e435bfc61ca8c6736d79b2451d36d53d57bd97264e88ccfd679", "_created": "2026-06-01T06:39:59.000Z", "_published": "2026-06-01T06:53:50.668Z", "_distro": "noble", "_jobs": [ { "job": 78799582381, "time": 325, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "7325002758" }, { "job": 78799582334, "time": 360, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7325011823" }, { "job": 78799582357, "time": 321, "config": "linux-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7325001112" }, { "job": 78799582415, "time": 401, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7325022071" }, { "job": 78799582367, "time": 234, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7324977789" }, { "job": 78799582380, "time": 616, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "7325078808" }, { "job": 78799582379, "time": 198, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7324968047" }, { "job": 78799582375, "time": 736, "config": "macos-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7325110512" }, { "job": 78798997605, "time": 284, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7324914348" }, { "job": 78799582307, "time": 155, "config": "wasm-release", "r": "4.6.0", "check": "FAIL", "artifact": "" }, { "job": 78799582382, "time": 465, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7325039395" }, { "job": 78799582337, "time": 415, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7325026023" }, { "job": 78799582366, "time": 413, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7325025905" } ], "_buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/atsa-es/varlasso", "_commit": { "id": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "author": "Eric Ward <5046884+ericward-noaa@users.noreply.github.com>", "committer": "GitHub ", "message": "Add files via upload", "time": 1664494416 }, "_maintainer": { "name": "Eric Ward", "email": "eric.ward@noaa.gov", "login": "ericward-noaa", "linkedin": "in/eric-ward-42b76b3", "description": "Statistics, fisheries, conservation biology @ Northwest Fisheries Science Center, Seattle WA ", "uuid": 5046884 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.4.0", "role": "Depends" }, { "package": "BH", "version": ">= 1.66.0", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 0.12.0", "role": "LinkingTo" }, { "package": "RcppEigen", "version": ">= 0.3.3.3.0", "role": "LinkingTo" }, { "package": "RcppParallel", "version": ">= 5.0.1", "role": "LinkingTo" }, { "package": "rstan", "version": ">= 2.18.1", "role": "LinkingTo" }, { "package": "StanHeaders", "version": ">= 2.18.0", "role": "LinkingTo" }, { "package": "MASS", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "Rcpp", "version": ">= 0.12.0", "role": "Imports" }, { "package": "RcppParallel", "version": ">= 5.0.1", "role": "Imports" }, { "package": "rstan", "version": ">= 2.18.1", "role": "Imports" }, { "package": "rstantools", "version": ">= 2.1.1", "role": "Imports" }, { "package": "loo", "version": ">= 2.0.0", "role": "Imports" }, { "package": "rlang", "version": ">= 0.3.1", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "atsa-es", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "bayesian", "multivariate-timeseries", "time-series", "cpp" ], "_stars": 2, "_contributors": [ { "user": "ericward-noaa", "count": 23, "uuid": 5046884 }, { "user": "eric-ward", "count": 2, "uuid": 159983626 } ], "_userbio": { "uuid": 72577611, "type": "organization", "name": "Applied Time Series Analysis", "description": "Time series analysis code, books and teaching material for Applied Time-Series Analysis for Fisheries and Environmental Sciences." }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/varlasso" }, "_devurl": "https://github.com/nwfsc-timeseries/varlasso", "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/varlasso.html", "manual.pdf" ], "_cranurl": false, "_exports": [ "fit" ], "_help": [ { "page": "varlasso-package", "title": "The 'varlasso' package.", "topics": [ "varlasso-package", "varlasso" ] }, { "page": "fit", "title": "Fit a varlasso model to multivariate time series data", "topics": [ "fit" ] } ], "_readme": "https://github.com/atsa-es/varlasso/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "BH", "callr", "checkmate", "cli", "cpp11", "desc", "distributional", "farver", "generics", "ggplot2", "glue", "gridExtra", "gtable", "inline", "isoband", "labeling", "lifecycle", "loo", "magrittr", "MASS", "matrixStats", "numDeriv", "pillar", "pkgbuild", "pkgconfig", "posterior", "processx", "ps", "QuickJSR", "R6", "RColorBrewer", "Rcpp", "RcppEigen", "RcppParallel", "rlang", "rstan", "rstantools", "S7", "scales", "StanHeaders", "tensorA", "tibble", "utf8", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "a1_examples.Rmd", "filename": "a1_examples.html", "title": "Examples using the varlasso package", "engine": "knitr::rmarkdown", "headings": [ "Overview", "Simulating data from a VAR model", "Fitting a model (and optional arguments)", "Default priors", "Shrinkage priors" ], "created": "2022-09-29 23:13:41", "modified": "2022-09-29 23:33:36", "commits": 2 } ], "_score": 3, "_indexed": true, "_nocasepkg": "varlasso", "_universes": [ "atsa-es", "ericward-noaa", "nwfsc-timeseries" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.0.1", "date": "2026-06-01T06:43:38.000Z", "distro": "noble", "arch": "aarch64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "6ba2900a7af7c673080711f94d4573e127186f42582a7f8d30bd75e7e2860ed1", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.7.0", "os": "linux", "version": "0.0.1", "date": "2026-06-01T06:43:27.000Z", "distro": "noble", "arch": "x86_64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "4bb0fe5aad01821f14acbd590b6eb89eda46ca047d300781fc67afa09f31c17a", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.6.0", "os": "linux", "version": "0.0.1", "date": "2026-06-01T06:43:29.000Z", "distro": "noble", "arch": "aarch64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "d33942ea0e1475f7cc18454e55130fdfe03696a3503eafda2b81e0bddceb65f2", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.6.0", "os": "linux", "version": "0.0.1", "date": "2026-06-01T06:44:07.000Z", "distro": "noble", "arch": "x86_64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "f94d9ab52fdce9160f6aefe5a9087a86604af89dbafd0ffb2fb44bf7414c7ddc", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.5.3", "os": "mac", "version": "0.0.1", "date": "2026-06-01T06:42:41.000Z", "arch": "aarch64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "16c16b62bd3fd7a6d796784776501b95fc5b3f8b54a21eeb08143b71d6528faa", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.5.3", "os": "mac", "version": "0.0.1", "date": "2026-06-01T06:44:38.000Z", "arch": "x86_64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "92d8715b47cf638f9d5e075fcef8726108a73a6ca4662382e808e8bb556f3f82", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.6.0", "os": "mac", "version": "0.0.1", "date": "2026-06-01T06:42:18.000Z", "arch": "aarch64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "33e3f845ee293731c80218baccd7d9e059df992c918817d357c2d38ffe206caa", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.6.0", "os": "mac", "version": "0.0.1", "date": "2026-06-01T06:45:06.000Z", "arch": "x86_64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "553d9b2b0c6848234184e98409f0da59a9663ebe2549b21760911ee1bac04cbe", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.7.0", "os": "win", "version": "0.0.1", "date": "2026-06-01T06:42:52.000Z", "arch": "x86_64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "a62666f3671f3e8b5da2d3af5a2fa01fe10d6c611dde9a04416e3feeda1a8625", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.5.3", "os": "win", "version": "0.0.1", "date": "2026-06-01T06:42:41.000Z", "arch": "x86_64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "7a5068bb1ff355fb76176c2cc3b5e1c31260f1b8c21af05be5bd36e5eabb0a08", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" }, { "r": "4.6.0", "os": "win", "version": "0.0.1", "date": "2026-06-01T06:42:57.000Z", "arch": "x86_64", "commit": "f5d2835faa546798cdb3e41833db91b3ddd9480e", "fileid": "447b519a835aed04b54692af85e726f4834ee4b26cc2e9950ae8fe6f69485460", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/atsa-es/actions/runs/26739215930" } ] }