{
  "_id": "6a1a74471d7bb097a09d155c",
  "Package": "BSPBSS",
  "Title": "Bayesian Spatial Blind Source Separation",
  "Version": "1.0.5",
  "Authors@R": "c( person(\"Ben\", \"Wu\", \nemail = \"wuben@ruc.edu.cn\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Ying\", \"Guo\",\nemail = \"yguo2@emory.edu\",\nrole = \"aut\"),\nperson(\"Jian\", \"Kang\",\nemail = \"jiankang@umich.edu\",\nrole = \"aut\") )",
  "Description": "Gibbs sampling for Bayesian spatial blind source\nseparation (BSP-BSS). BSP-BSS is designed for spatially\ndependent signals in high dimensional and large-scale data,\nsuch as neuroimaging. The method assumes the expectation of the\nobserved images as a linear mixture of multiple sparse and\npiece-wise smooth latent source signals, and constructs a\nBayesian nonparametric prior by thresholding Gaussian\nprocesses. Details can be found in our paper: Wu et al. (2022+)\n\"Bayesian Spatial Blind Source Separation via the Thresholded\nGaussian Process\" <doi:10.1080/01621459.2022.2123336>.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.1",
  "SystemRequirements": "GNU make",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "make",
  "Repository": "https://benwu233.r-universe.dev",
  "Date/Publication": "2022-11-25 02:01:16 UTC",
  "RemoteUrl": "https://github.com/benwu233/bspbss",
  "RemoteRef": "HEAD",
  "RemoteSha": "da762898b905718cdfd5657e597b638c3a57448d",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-28 14:40:59 UTC",
    "User": "root"
  },
  "Author": "Ben Wu [aut, cre],\nYing Guo [aut],\nJian Kang [aut]",
  "Maintainer": "Ben Wu <wuben@ruc.edu.cn>",
  "MD5sum": "34cad5b04a2d6b8022409cc07274243b",
  "_user": "benwu233",
  "_type": "src",
  "_file": "BSPBSS_1.0.5.tar.gz",
  "_fileid": "1a609913f9a2d647a03ab19ede5c441d6e7e8cd98122a0251799f44cfce6ba88",
  "_filesize": 555540,
  "_sha256": "1a609913f9a2d647a03ab19ede5c441d6e7e8cd98122a0251799f44cfce6ba88",
  "_created": "2026-05-28T14:40:59.000Z",
  "_published": "2026-05-30T05:23:19.740Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78626258981,
      "time": 173,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7268946049"
    },
    {
      "job": 78626258901,
      "time": 186,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7268970502"
    },
    {
      "job": 78626259084,
      "time": 162,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7268941453"
    },
    {
      "job": 78626258979,
      "time": 188,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7268971092"
    },
    {
      "job": 78626258786,
      "time": 139,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 78626258784,
      "time": 353,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 78626259090,
      "time": 177,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7269059843"
    },
    {
      "job": 78626258830,
      "time": 546,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7269253385"
    },
    {
      "job": 78626258740,
      "time": 301,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7268870964"
    },
    {
      "job": 78626258907,
      "time": 131,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7268947456"
    },
    {
      "job": 78626258848,
      "time": 185,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7268972639"
    },
    {
      "job": 78626258791,
      "time": 54,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 78626258910,
      "time": 257,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7269003122"
    }
  ],
  "_buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/benwu233/bspbss",
  "_commit": {
    "id": "da762898b905718cdfd5657e597b638c3a57448d",
    "author": "benwu233 <ben@jiumingwobianchengMacBookPro14cunledeMacBook-Pro.local>",
    "committer": "benwu233 <ben@jiumingwobianchengMacBookPro14cunledeMacBook-Pro.local>",
    "message": "modified\n",
    "time": 1669341676
  },
  "_maintainer": {
    "name": "Ben Wu",
    "email": "wuben@ruc.edu.cn",
    "login": "benwu233",
    "description": "hi",
    "uuid": 53058769
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.4.0",
      "role": "Depends"
    },
    {
      "package": "movMF",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "rstiefel",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "ica",
      "role": "Imports"
    },
    {
      "package": "glmnet",
      "role": "Imports"
    },
    {
      "package": "gplots",
      "role": "Imports"
    },
    {
      "package": "BayesGPfit",
      "role": "Imports"
    },
    {
      "package": "svd",
      "role": "Imports"
    },
    {
      "package": "neurobase",
      "role": "Imports"
    },
    {
      "package": "oro.nifti",
      "role": "Imports"
    },
    {
      "package": "gridExtra",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "gtools",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "benwu233",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 4,
  "_contributors": [
    {
      "user": "benwu233",
      "count": 19,
      "uuid": 53058769
    }
  ],
  "_userbio": {
    "uuid": 53058769,
    "type": "user",
    "name": "Ben",
    "description": "hi"
  },
  "_downloads": {
    "count": 222,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BSPBSS"
  },
  "_devurl": "https://github.com/benwu233/bspbss",
  "_searchresults": 5,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/BSPBSS.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/benwu233/bspbss",
  "_realowner": "benwu233",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.2",
      "date": "2022-09-02"
    },
    {
      "version": "1.0.3",
      "date": "2022-09-18"
    },
    {
      "version": "1.0.4",
      "date": "2022-10-01"
    },
    {
      "version": "1.0.5",
      "date": "2022-11-25"
    },
    {
      "version": "1.0.6",
      "date": "2025-10-16"
    }
  ],
  "_exports": [
    "init_bspbss",
    "levelplot2D",
    "mcmc_bspbss",
    "output_nii",
    "pre_nii",
    "sim_2Dimage",
    "sum_mcmc_bspbss"
  ],
  "_help": [
    {
      "page": "init_bspbss",
      "title": "Initial values",
      "topics": [
        "init_bspbss"
      ]
    },
    {
      "page": "levelplot2D",
      "title": "levelplot for 2D images.",
      "topics": [
        "levelplot2D"
      ]
    },
    {
      "page": "mcmc_bspbss",
      "title": "MCMC algorithm for Bayesian spatial blind source separation with the thresholded Gaussian Process prior.",
      "topics": [
        "mcmc_bspbss"
      ]
    },
    {
      "page": "output_nii",
      "title": "Write a NIfTI file.",
      "topics": [
        "output_nii"
      ]
    },
    {
      "page": "pre_nii",
      "title": "Transforms NIfTI to matrix",
      "topics": [
        "pre_nii"
      ]
    },
    {
      "page": "sim_2Dimage",
      "title": "Simulate image data using ICA",
      "topics": [
        "sim_2Dimage"
      ]
    },
    {
      "page": "sum_mcmc_bspbss",
      "title": "Summarization of the MCMC result.",
      "topics": [
        "sum_mcmc_bspbss"
      ]
    }
  ],
  "_readme": "https://github.com/benwu233/bspbss/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "BayesGPfit",
    "bitops",
    "caTools",
    "cli",
    "clue",
    "cluster",
    "codetools",
    "cpp11",
    "farver",
    "foreach",
    "ggplot2",
    "glmnet",
    "glue",
    "gplots",
    "gridExtra",
    "gtable",
    "gtools",
    "ica",
    "isoband",
    "iterators",
    "KernSmooth",
    "labeling",
    "lattice",
    "lifecycle",
    "Matrix",
    "matrixStats",
    "movMF",
    "neurobase",
    "oro.nifti",
    "R.methodsS3",
    "R.oo",
    "R.utils",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "rlang",
    "RNifti",
    "rstiefel",
    "S7",
    "scales",
    "shape",
    "skmeans",
    "slam",
    "survival",
    "svd",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_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": "BSPBSS-vignette.Rmd",
      "filename": "BSPBSS-vignette.html",
      "title": "BSPBSS-vignette",
      "engine": "knitr::rmarkdown",
      "headings": [
        "A toy example"
      ],
      "created": "2022-08-26 08:48:46",
      "modified": "2022-09-10 03:17:29",
      "commits": 2
    }
  ],
  "_score": 4.301029995663981,
  "_indexed": true,
  "_nocasepkg": "bspbss",
  "_universes": [
    "benwu233"
  ],
  "_binaries": [
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.5",
      "date": "2026-04-08T13:51:51.000Z",
      "arch": "aarch64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "1b196b016558dc9f03e03d11d14068b1421366b85077c379d145204ab9acd5f7",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/24138604872"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.5",
      "date": "2026-04-08T13:52:41.000Z",
      "arch": "x86_64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "7e3cccade395858a61a56b2af4fbc293dd1063410df3f896ba9e27c38db66c23",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/24138604872"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.5",
      "date": "2026-04-08T13:48:48.000Z",
      "arch": "x86_64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "0f7d91d4923514bb25642e9fa1203293d4e77a5dced4fbdabcbd596080fa5b39",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/24138604872"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-05-28T14:43:32.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "4aecf9ccfd9c225764ffa615aee57327d7b5e06e89f3a7a3da163515848ae502",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-05-28T14:44:22.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "a76b488920531ece418a6cbdf1517cddd5c7aeaf25aca815361b77bda2a85b92",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-05-28T14:43:22.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "d7b362666d9ef6ab1bcdf5c386cd8842c1557511be8cff9bfdd463de81595a63",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-05-28T14:44:24.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "4a1149972b48b648a6ccd137dd723fddcaa3e829931fc9b605e30fc67b126c01",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.5",
      "date": "2026-05-28T14:48:12.000Z",
      "arch": "aarch64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "ba916d9f6397e4c8473d0763b080e9b6357f0147e143d88daca1f2eba54224ef",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.5",
      "date": "2026-05-28T14:54:05.000Z",
      "arch": "x86_64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "25175eec8276da84cee4556f15769b656fbd30e0fa45ff25e92e1f5a1b979ba9",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.5",
      "date": "2026-05-28T14:44:20.000Z",
      "arch": "emscripten",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "c6ba2e21d74685498a1a04256395d4579a468190b2faf162c3f518ce207f5753",
      "status": "success",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.5",
      "date": "2026-05-28T14:43:36.000Z",
      "arch": "x86_64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "53bd09282332c4583596815fbed02c324a9909ca3e3eb727da6efce733b17ca0",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0.5",
      "date": "2026-05-28T14:44:43.000Z",
      "arch": "x86_64",
      "commit": "da762898b905718cdfd5657e597b638c3a57448d",
      "fileid": "76224dea7a5f4843e5860e8a04e90be294197027442c0a87eac71c4991311cd3",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/benwu233/actions/runs/26581461255"
    }
  ]
}