{ "_id": "6a284bb1732311cd875855d3", "Package": "sbivar", "Type": "Package", "Title": "Test for Spatial Bivariate Association Across Omics Types", "Version": "0.99.19", "Authors@R": "c(person(given = \"Stijn\", family = \"Hawinkel\", \nemail = \"stijn.hawinkel@psb.ugent.be\",\nrole=c(\"cre\", \"aut\"), comment = c(ORCID = \"0000-0002-4501-5180\")),\nperson(given = \"Wangjun\", family = \"Hu\",\nrole=c(\"aut\")))", "Description": "The sbivar package implements a suite of tests for Spatial\nBIVARiate association across omics modalities, with possibly\ndisjoint coordinate sets. Implemented tests are generalized\nadditive models (GAMs), modified t-test, bivariate Moran's I\nand Gaussian processes (GPs). Both single images and replicated\nexperiments can be analysed.", "License": "GPL-2", "Encoding": "UTF-8", "RdMacros": "Rdpack", "biocViews": "Transcriptomics, Spatial, Proteomics, Metabolomics", "VignetteBuilder": "knitr", "BugReports": "https://github.com/sthawinke/sbivar/issues", "URL": "https://github.com/sthawinke/sbivar", "Config/roxygen2/version": "8.0.0", "BiocType": "Software", "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\nmake libmagick++-dev gsfonts libicu-dev libssl-dev libproj-dev\nlibsqlite3-dev libudunits2-dev libnode-dev zlib1g-dev", "Repository": "https://biocstaging.r-universe.dev", "Date/Publication": "2026-06-09 15:10:08 UTC", "RemoteUrl": "https://github.com/BiocStaging/sbivar", "RemoteRef": "HEAD", "RemoteSha": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-09 16:42:04 UTC", "User": "root" }, "Author": "Stijn Hawinkel [cre, aut] (ORCID:\n),\nWangjun Hu [aut]", "Maintainer": "Stijn Hawinkel ", "MD5sum": "89b21185f26975aac05a12d7fa0026ea", "_user": "biocstaging", "_type": "src", "_file": "sbivar_0.99.19.tar.gz", "_fileid": "2d3bf65a7cf49295e5b24bfc28671f4f8c87b2a7dddf81592e0c6e65de207be6", "_filesize": 10703767, "_sha256": "2d3bf65a7cf49295e5b24bfc28671f4f8c87b2a7dddf81592e0c6e65de207be6", "_created": "2026-06-09T16:42:04.000Z", "_published": "2026-06-09T17:21:53.614Z", "_jobs": [ { "job": 80376870753, "time": 230, "config": "bioc-checks", "r": "4.6.0", "check": "NOTE", "artifact": "7514270517" }, { "job": 80376870814, "time": 418, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "7514347576" }, { "job": 80376870850, "time": 495, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7514376972" }, { "job": 80376870770, "time": 435, "config": "linux-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7514354023" }, { "job": 80376870810, "time": 458, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7514362305" }, { "job": 80376870828, "time": 388, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7514391146" }, { "job": 80376870994, "time": 493, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "7514441790" }, { "job": 80376870909, "time": 391, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7514464176" }, { "job": 80376870765, "time": 939, "config": "macos-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7514611830" }, { "job": 80374782685, "time": 638, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7514177568" }, { "job": 80376870749, "time": 201, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7514258468" }, { "job": 80376870846, "time": 2310, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7515101460" }, { "job": 80376870787, "time": 2305, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7515098476" }, { "job": 80376870775, "time": 2182, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7515055699" } ], "_bioccheck": { "error": 0, "warning": 0, "note": 4 }, "_buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/BiocStaging/sbivar", "_commit": { "id": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "author": "stijn ", "committer": "stijn ", "message": "Estimate variograms only for feature to be tested\n", "time": 1781017808 }, "_maintainer": { "name": "Stijn Hawinkel", "email": "stijn.hawinkel@psb.ugent.be", "orcid": "0000-0002-4501-5180" }, "_distro": "noble", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "lme4", "role": "Imports" }, { "package": "reformulas", "role": "Imports" }, { "package": "lmerTest", "role": "Imports" }, { "package": "mgcv", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "concaveman", "role": "Imports" }, { "package": "BiocParallel", "role": "Imports" }, { "package": "Rdpack", "role": "Imports" }, { "package": "SpatialPack", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "sf", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "smoppix", "version": ">= 1.1.8", "role": "Imports" }, { "package": "spatstat.geom", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "abind", "role": "Imports" }, { "package": "nlme", "role": "Imports" }, { "package": "sp", "role": "Imports" }, { "package": "gstat", "role": "Imports" }, { "package": "SummarizedExperiment", "role": "Imports" }, { "package": "openxlsx", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "MultiAssayExperiment", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "htmltools", "role": "Suggests" }, { "package": "zellkonverter", "role": "Suggests" }, { "package": "anndata", "role": "Suggests" }, { "package": "RANN", "role": "Suggests" }, { "package": "SpatialExperiment", "role": "Suggests" } ], "_owner": "biocstaging", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-35", "n": 21 }, { "week": "2025-36", "n": 18 }, { "week": "2025-39", "n": 21 }, { "week": "2025-40", "n": 19 }, { "week": "2025-41", "n": 30 }, { "week": "2025-42", "n": 8 }, { "week": "2026-05", "n": 1 }, { "week": "2026-07", "n": 5 }, { "week": "2026-08", "n": 3 }, { "week": "2026-09", "n": 4 }, { "week": "2026-10", "n": 12 }, { "week": "2026-12", "n": 4 }, { "week": "2026-13", "n": 9 }, { "week": "2026-16", "n": 16 }, { "week": "2026-18", "n": 26 }, { "week": "2026-19", "n": 7 }, { "week": "2026-20", "n": 18 }, { "week": "2026-21", "n": 16 }, { "week": "2026-22", "n": 8 }, { "week": "2026-23", "n": 4 }, { "week": "2026-24", "n": 9 } ], "_tags": [], "_topics": [ "transcriptomics", "spatial", "proteomics", "metabolomics", "openblas", "cpp" ], "_stars": 0, "_userbio": { "uuid": 278472782, "type": "organization", "name": "BiocStaging" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/sbivar" }, "_devurl": "https://github.com/sthawinke/sbivar", "_searchresults": 0, "_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/readme.html", "extra/readme.md", "extra/sbivar.html", "manual.pdf" ], "_cranurl": false, "_exports": [ "buildNewGrid", "exploreWeights", "extractResultsMulti", "fitLinModels", "normMat", "plotCoords", "plotCoordsMulti", "plotGAMs", "plotGAMsTopResults", "plotPairMulti", "plotPairSingle", "plotTopPair", "sbivar", "selfName", "writeSbivarToXlsx" ], "_datasets": [ { "name": "Vicari", "title": "Spatial transcriptomics and metabolomics data of mouse brain", "object": "Vicari", "file": "Vicari.RData", "class": [ "list" ], "fields": [], "table": true, "tojson": true } ], "_help": [ { "page": "addFeatureColumn", "title": "Add columns with feature names to a matrix by splitting rownames, and remove rownames", "topics": [ "addFeatureColumn" ] }, { "page": "arrayDeriv", "title": "Construct the nxnxg/2 array of derivatives for a nxn matrix to the g/2 covariance matrix parameters.", "topics": [ "arrayDeriv" ] }, { "page": "arrayMatProd", "title": "Multiply an array with a matrix", "topics": [ "arrayMatProd" ] }, { "page": "arrayProd2tr", "title": "Find traces of all inner products of matrices composing arrays A and B yielding a pxp matrix", "topics": [ "arrayProd2tr" ] }, { "page": "arrayProdTr", "title": "Find traces of all inner products of matrices composing arrays A and B, after transposing the second yielding a pxp matrix", "topics": [ "arrayProdTr" ] }, { "page": "assayT", "title": "Extract an assay, and transpose", "topics": [ "assayT" ] }, { "page": "bdiagn", "title": "A wrapper for Matrix::bdiag maintaining names", "topics": [ "bdiagn" ] }, { "page": "buildAltSigmas", "title": "Construct cross-blocks of alternative covariance matrices at different length scales", "topics": [ "buildAltSigmas" ] }, { "page": "buildDerivArray", "title": "Build a 3-slice array of covariance-parameter derivatives", "topics": [ "buildDerivArray" ] }, { "page": "buildNewGrid", "title": "Build a new grid covering the convex hull around two coordinate matrices", "topics": [ "buildNewGrid" ] }, { "page": "buildSigmaGp", "title": "Build the SAC matrix for a Gaussian process", "topics": [ "buildSigmaGp" ] }, { "page": "buildWeightMat", "title": "Build a weight matrix for bivariate Moran's I", "topics": [ "buildWeightMat" ] }, { "page": "CCT", "title": "An analytical p-value combination method using the Cauchy distribution.", "topics": [ "CCT" ] }, { "page": "checkInputSingle", "title": "Check input of matrices and lists", "topics": [ "checkInputSingle" ] }, { "page": "correlationsMulti", "title": "Find all cross-correlations for a list of matrices", "topics": [ "correlationsMulti" ] }, { "page": "evalVariogram", "title": "Evaluate a variogram on a set of distances", "topics": [ "evalVariogram" ] }, { "page": "exploreWeights", "title": "Visualize different weighting functions", "topics": [ "exploreWeights" ] }, { "page": "findDoubleUnderScore", "title": "Is there any double underscore in the character vector?", "topics": [ "findDoubleUnderScore" ] }, { "page": "fitGAM", "title": "Fit a GAM model to a single variable", "topics": [ "fitGAM" ] }, { "page": "fitGP", "title": "Fit a Gaussian process (GP) to a single outcome vector", "topics": [ "fitGP" ] }, { "page": "fitLinModel", "title": "Fit a linear model for an individual feature pair", "topics": [ "fitLinModel" ] }, { "page": "fitLinModels", "title": "Fit linear models on measures calculated for replicated images, and extract the results", "topics": [ "extractResultsMulti", "fitLinModels" ] }, { "page": "fitManyGAMs", "title": "Fit GAMs to all columns of a dataframe, as a wrapper for fitGAM", "topics": [ "fitManyGAMs" ] }, { "page": "fitManyGPs", "title": "A wrapper to fit GPs on all columns of a matrix", "topics": [ "fitManyGPs" ] }, { "page": "GAMsMulti", "title": "Fit GAMs and find correlations and standard error for data lists", "topics": [ "GAMsMulti" ] }, { "page": "GAMsSingle", "title": "Fit univariate GAMs and test bivariate combinations", "topics": [ "GAMsSingle" ] }, { "page": "GaussKernel", "title": "Construct the SAC part of the covariance matrix using the Gaussian covariance kernel,", "topics": [ "GaussKernel" ] }, { "page": "getApproxVar", "title": "Approximate variance of the spatial covariance numerator", "topics": [ "getApproxVar" ] }, { "page": "getDiscreteVars", "title": "Get all categrocial variables from a dataframe", "topics": [ "getDiscreteVars" ] }, { "page": "getFeaturesList", "title": "Return feature names from a list", "topics": [ "getFeaturesList" ] }, { "page": "getSize", "title": "Construct the size variable", "topics": [ "getSize" ] }, { "page": "getSpatialCoords", "title": "Extract coordinate matrix", "topics": [ "getSpatialCoords" ] }, { "page": "getX", "title": "Extract data matrix", "topics": [ "getX" ] }, { "page": "GPsSingle", "title": "Fit Gaussian processes (GPs) if needed, and perform score tests", "topics": [ "GPsSingle" ] }, { "page": "makeNames", "title": "Make unique names", "topics": [ "makeNames" ] }, { "page": "makeOffset", "title": "Make a list of offsets", "topics": [ "makeOffset" ] }, { "page": "makePval", "title": "Convert z-value to p-value", "topics": [ "makePval" ] }, { "page": "matheronVariograms", "title": "Estimate variograms using Matheron's binning estimator for many features at once, and evaluate", "topics": [ "matheronVariograms" ] }, { "page": "ModTtestSingle", "title": "Perform modified t-tests for all pairs", "topics": [ "ModTtestSingle" ] }, { "page": "MoransIMulti", "title": "Find all Moran's I statistics for a list of matrices", "topics": [ "MoransIMulti" ] }, { "page": "MoransISingle", "title": "Calculate bivariate Moran's I between two modality matrix, with variance and p-value", "topics": [ "MoransISingle" ] }, { "page": "moveTwoCoords", "title": "Move two sets of coordinates to 0-1. without shifting them with respect to each other", "topics": [ "moveTwoCoords" ] }, { "page": "normMat", "title": "Normalize a data matrix, and ensure correct column names", "topics": [ "normMat" ] }, { "page": "plotCoords", "title": "Plot the coordinates of two omics modalities", "topics": [ "plotCoords", "plotCoordsMulti" ] }, { "page": "plotGAMs", "title": "Plot the fitted splines, and the correlation between them", "topics": [ "plotGAMs", "plotGAMsTopResults" ] }, { "page": "plotTopPair", "title": "Plot a feature pair", "topics": [ "plotPairMulti", "plotPairSingle", "plotPairSingleVectors", "plotTopPair" ] }, { "page": "printIteration", "title": "Print a message for the current iteration", "topics": [ "printIteration" ] }, { "page": "printProgress", "title": "Print feature progress", "topics": [ "printProgress" ] }, { "page": "replaceLhs", "title": "Replace the left hand side of a formula by a fixed string", "topics": [ "replaceLhs" ] }, { "page": "sbivar", "title": "Spatial bivariate association analysis", "topics": [ "sbivar", "sbivar,list-method", "sbivar,matrix-method", "sbivar,MultiAssayExperiment-method", "sbivar,SpatialExperiment-method" ] }, { "page": "sbivarMulti", "title": "Estimate measures of bivariate spatial association for multiple images", "topics": [ "sbivarMulti" ] }, { "page": "sbivarSingle", "title": "Test for bivariate spatial association in a single image", "topics": [ "sbivarSingle" ] }, { "page": "scaleHelpFun", "title": "Wrapper to normalize, select feature and scale", "topics": [ "scaleHelpFun" ] }, { "page": "scaleMinusOne", "title": "Scale to [-1,1] range", "topics": [ "scaleMinusOne" ] }, { "page": "scaleZeroOne", "title": "Scale to [0,1] range", "topics": [ "scaleZeroOne" ] }, { "page": "selfName", "title": "Name a character vector after itself", "topics": [ "selfName" ] }, { "page": "splitSpatialExperiment", "title": "Split a SpatialExperiment object into images", "topics": [ "splitSpatialExperiment" ] }, { "page": "sund", "title": "Split a string", "topics": [ "sund" ] }, { "page": "testGAM", "title": "Test for correlation between the predictions of two GAM models", "topics": [ "testGAM" ] }, { "page": "testGP", "title": "Perform a score test on the bivariate spatial association in a Gaussian process.", "topics": [ "testGP" ] }, { "page": "tr", "title": "Find trace of a matrix, of traces of an array", "topics": [ "tr" ] }, { "page": "vcovPredGam", "title": "Return predictions of a GAM, along with the factored coefficient covariance", "topics": [ "vcovPredGam" ] }, { "page": "Vicari", "title": "Spatial transcriptomics and metabolomics data of mouse brain", "topics": [ "Vicari" ] }, { "page": "writeSbivarToXlsx", "title": "Write _sbivar_ results to an excel worksheet", "topics": [ "writeSbivarToXlsx" ] } ], "_readme": "https://github.com/BiocStaging/sbivar/raw/HEAD/README.md", "_rundeps": [ "abind", "askpass", "BH", "Biobase", "BiocBaseUtils", "BiocFileCache", "BiocGenerics", "BiocParallel", "bit", "bit64", "blob", "boot", "cachem", "class", "classInt", "cli", "codetools", "concaveman", "cpp11", "curl", "DBI", "dbplyr", "DelayedArray", "deldir", "dplyr", "e1071", "farver", "fastmap", "fastmatrix", "filelock", "FNN", "formatR", "futile.logger", "futile.options", "generics", "GenomicRanges", "ggplot2", "glue", "goftest", "gstat", "gtable", "httr2", "intervals", "IRanges", "isoband", "jsonlite", "KernSmooth", "labeling", "lambda.r", "lattice", "lifecycle", "lme4", "lmerTest", "magick", "magrittr", "MASS", "Matrix", "MatrixGenerics", "matrixStats", "memoise", "mgcv", "minqa", "MultiAssayExperiment", "nlme", "nloptr", "numDeriv", "openssl", "openxlsx", "pillar", "pkgconfig", "polyclip", "proxy", "purrr", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "RcppParallel", "Rdpack", "reformulas", "Rfast", "rjson", "rlang", "rpart", "RSQLite", "s2", "S4Arrays", "S4Vectors", "S7", "scales", "Seqinfo", "sf", "sftime", "SingleCellExperiment", "smoppix", "snow", "sp", "spacetime", "SparseArray", "SpatialExperiment", "SpatialPack", "spatstat.data", "spatstat.explore", "spatstat.geom", "spatstat.model", "spatstat.random", "spatstat.sparse", "spatstat.univar", "spatstat.utils", "stars", "stringi", "stringr", "SummarizedExperiment", "sys", "tensor", "tibble", "tidyr", "tidyselect", "units", "utf8", "V8", "vctrs", "viridisLite", "withr", "wk", "xts", "XVector", "zigg", "zip", "zoo" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "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": "sbivarVignette.Rmd", "filename": "sbivarVignette.html", "title": "Vignette of the sbivar package", "author": "Stijn Hawinkel and Wangjun Hu", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Installation", "Multithreading", "Example analysis on data by Vicari et al. (2024)", "Data exploration", "Single-image analysis", "Multi-image analysis", "Other common input formats", "SpatialExperiment and MultiAssayExperiment", "Single-image", "Multi-image", "AnnData", "Troubleshooting", "Session info", "Bibliography" ], "created": "2025-08-26 15:14:51", "modified": "2026-06-09 09:03:19", "commits": 63 } ], "_score": 4.021189299069938, "_indexed": true, "_nocasepkg": "sbivar", "_universes": [ "biocstaging", "sthawinke" ], "_previous": "0.99.18", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.99.19", "date": "2026-06-09T16:45:58.000Z", "distro": "noble", "arch": "aarch64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "0b69ef8e8c688e393af685e8f027b5ce48ed9ee61d2a83dd5b575746a4025057", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.7.0", "os": "linux", "version": "0.99.19", "date": "2026-06-09T16:46:10.000Z", "distro": "noble", "arch": "x86_64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "79b25a71febf4cc3a666b96e5774bc8f309854599deae3a0d05c102135367aef", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.6.0", "os": "linux", "version": "0.99.19", "date": "2026-06-09T16:46:21.000Z", "distro": "noble", "arch": "aarch64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "3cc7f70e3beaf74c6aaaba58ef24c36f1904415a803471034ba4795be4cec358", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.6.0", "os": "linux", "version": "0.99.19", "date": "2026-06-09T16:45:53.000Z", "distro": "noble", "arch": "x86_64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "e6df38210faa7c66253280c1709af9ecc9f6d04f87fccab8794fd898c6ec5f83", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.5.3", "os": "mac", "version": "0.99.19", "date": "2026-06-09T16:47:17.000Z", "arch": "aarch64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "21c66e02d34e896ce29d6308f25ba0dcbab71460a7bee666399d77dc5902b9a8", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.5.3", "os": "mac", "version": "0.99.19", "date": "2026-06-09T16:48:07.000Z", "arch": "x86_64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "3f7de074b24dc8c50f2ef88e65c50166cef34005b058a1e1ce200f5b4d16a964", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.6.0", "os": "mac", "version": "0.99.19", "date": "2026-06-09T16:50:04.000Z", "arch": "aarch64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "36c09cb0be133bb5af1996b3f2a2a7c384f0c877b7ef6593b6b45722d008421a", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.6.0", "os": "mac", "version": "0.99.19", "date": "2026-06-09T16:50:55.000Z", "arch": "x86_64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "bbcc69cf505a9f79e00b0f2ee11048288db1a7f59a9a98ae2a96c20bcf8b6ac6", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.6.0", "os": "wasm", "version": "0.99.19", "date": "2026-06-09T16:46:10.000Z", "arch": "emscripten", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "f44e9f67fe6aad8ad46801f04d0e244503fbbcfae3f8d943df6103d006d0ad58", "status": "success", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.7.0", "os": "win", "version": "0.99.19", "date": "2026-06-09T16:45:07.000Z", "arch": "x86_64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "e0ae1c1ea8cd449209cfd63ed2abc055b6261a805b1cdbdc62e81686392bad72", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.5.3", "os": "win", "version": "0.99.19", "date": "2026-06-09T16:44:50.000Z", "arch": "x86_64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "c06348de8a6332901d5e8581851a580b6511e0f3992258906191c6c16ae579de", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" }, { "r": "4.6.0", "os": "win", "version": "0.99.19", "date": "2026-06-09T16:44:51.000Z", "arch": "x86_64", "commit": "3953bc0318e074bc78c92ef81dca37a66b4d1d3f", "fileid": "52528783bf39de7dbaece939be007bb93c23f1a9c6739f62fbaddc3b4eb3d23f", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/biocstaging/actions/runs/27220779605" } ] }