{
  "_id": "6a10b0e3acfb0bcc41cc2fb9",
  "Package": "bliss",
  "Title": "Bayesian Functional Linear Regression with Sparse Step Functions",
  "Version": "1.1.1",
  "Authors@R": "c(\nperson(\"Paul-Marie\", \"Grollemund\", email = \"paul_marie.grollemund@uca.fr\", role = c(\"aut\", \"cre\")),\nperson(\"Isabelle\", \"Sanchez\", email = \"isabelle.sanchez@inra.fr\", role = c(\"ctr\")),\nperson(\"Meili\", \"Baragatti\", email = \"meili.baragatti@supagro.fr\", role = c(\"ctr\")))",
  "Author": "Paul-Marie Grollemund [aut, cre], Isabelle Sanchez [ctr], Meili\nBaragatti [ctr]",
  "Maintainer": "Paul-Marie Grollemund <paul_marie.grollemund@uca.fr>",
  "Description": "A method for the Bayesian functional linear regression\nmodel (scalar-on-function), including two estimators of the\ncoefficient function and an estimator of its support. A\nrepresentation of the posterior distribution is also available.\nGrollemund P-M., Abraham C., Baragatti M., Pudlo P. (2019)\n<doi:10.1214/18-BA1095>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "TRUE",
  "URL": "https://github.com/pmgrollemund/bliss",
  "BugReports": "https://github.com/pmgrollemund/bliss/issues",
  "RoxygenNote": "7.3.1",
  "VignetteBuilder": "knitr",
  "Repository": "https://pmgrollemund.r-universe.dev",
  "Date/Publication": "2024-07-11 13:34:40 UTC",
  "RemoteUrl": "https://github.com/pmgrollemund/bliss",
  "RemoteRef": "HEAD",
  "RemoteSha": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-22 18:58:32 UTC",
    "User": "root"
  },
  "MD5sum": "c7561f3b522ac43ac50c206cc3180cd6",
  "_user": "pmgrollemund",
  "_type": "src",
  "_file": "bliss_1.1.1.tar.gz",
  "_fileid": "048bb3468c06cb91e0666e85b95e59cd48ff25e79790093ce52f4b7998797ea2",
  "_filesize": 3323635,
  "_sha256": "048bb3468c06cb91e0666e85b95e59cd48ff25e79790093ce52f4b7998797ea2",
  "_created": "2026-05-22T18:58:32.000Z",
  "_published": "2026-05-22T19:39:15.541Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77444314880,
      "time": 120,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7168228315"
    },
    {
      "job": 77444314897,
      "time": 108,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7168301414"
    },
    {
      "job": 77444314914,
      "time": 114,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7168226731"
    },
    {
      "job": 77444314950,
      "time": 118,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7168305304"
    },
    {
      "job": 77444314903,
      "time": 111,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7168879765"
    },
    {
      "job": 77444314896,
      "time": 251,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7168441005"
    },
    {
      "job": 77444314905,
      "time": 133,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7168774580"
    },
    {
      "job": 77444314878,
      "time": 275,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7168450640"
    },
    {
      "job": 77443280333,
      "time": 206,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7168193665"
    },
    {
      "job": 77444314844,
      "time": 114,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7168302875"
    },
    {
      "job": 77444314861,
      "time": 106,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7168300573"
    },
    {
      "job": 77444314879,
      "time": 104,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7168300592"
    },
    {
      "job": 77444314893,
      "time": 124,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7168306459"
    }
  ],
  "_buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/pmgrollemund/bliss",
  "_commit": {
    "id": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
    "author": "pmgrollemund <paul.marie.grollemund@gmail.com>",
    "committer": "pmgrollemund <paul.marie.grollemund@gmail.com>",
    "message": "up\n",
    "time": 1720704880
  },
  "_maintainer": {
    "name": "Paul-Marie Grollemund",
    "email": "paul_marie.grollemund@uca.fr",
    "login": "pmgrollemund",
    "description": "",
    "uuid": 37100362
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "RcppProgress",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "RColorBrewer",
      "role": "Suggests"
    }
  ],
  "_owner": "pmgrollemund",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "sanchezi",
      "count": 61,
      "uuid": 28732736
    },
    {
      "user": "pmgrollemund",
      "count": 16,
      "uuid": 37100362
    }
  ],
  "_userbio": {
    "uuid": 37100362,
    "type": "user",
    "name": "pmgrollemund"
  },
  "_downloads": {
    "count": 303,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/bliss"
  },
  "_devurl": "https://github.com/pmgrollemund/bliss",
  "_searchresults": 36,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/bliss.html",
    "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",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/pmgrollemund/bliss",
  "_realowner": "pmgrollemund",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2019-03-08"
    },
    {
      "version": "1.0.1",
      "date": "2020-07-13"
    },
    {
      "version": "1.0.2",
      "date": "2021-05-17"
    },
    {
      "version": "1.0.3",
      "date": "2022-01-13"
    },
    {
      "version": "1.0.4",
      "date": "2022-02-16"
    },
    {
      "version": "1.0.5",
      "date": "2024-04-18"
    },
    {
      "version": "1.1.0",
      "date": "2024-05-14"
    },
    {
      "version": "1.1.1",
      "date": "2024-07-17"
    }
  ],
  "_exports": [
    "%between%",
    "BIC_model_choice",
    "Bliss_Gibbs_Sampler",
    "Bliss_Simulated_Annealing",
    "build_Fourier_basis",
    "change_grid",
    "choose_beta",
    "compute_beta_posterior_density",
    "compute_beta_sample",
    "compute_random_walk",
    "compute_starting_point_sann",
    "corr_matrix",
    "determine_intervals",
    "do_need_to_reduce",
    "dposterior",
    "fit_Bliss",
    "image_Bliss",
    "integrate_trapeze",
    "interpretation_plot",
    "lines_bliss",
    "pdexp",
    "post_treatment_bliss",
    "predict_bliss",
    "predict_bliss_distribution",
    "printbliss",
    "reduce_x",
    "sigmoid",
    "sigmoid_sharp",
    "sim",
    "sim_x",
    "support_estimation"
  ],
  "_datasets": [
    {
      "name": "data1",
      "title": "a list of data",
      "object": "data1",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "param1",
      "title": "A list of param for bliss model",
      "object": "param1",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "res_bliss1",
      "title": "A result of the BliSS method",
      "object": "res_bliss1",
      "class": [
        "bliss"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "grapes-between-grapes",
      "title": "between",
      "topics": [
        "%between%"
      ]
    },
    {
      "page": "BIC_model_choice",
      "title": "BIC_model_choice",
      "topics": [
        "BIC_model_choice"
      ]
    },
    {
      "page": "bliss",
      "title": "bliss: Bayesian functional Linear regression with Sparse Step functions",
      "topics": [
        "bliss-package",
        "bliss"
      ]
    },
    {
      "page": "Bliss_Gibbs_Sampler",
      "title": "Bliss_Gibbs_Sampler",
      "topics": [
        "Bliss_Gibbs_Sampler"
      ]
    },
    {
      "page": "Bliss_Simulated_Annealing",
      "title": "Bliss_Simulated_Annealing",
      "topics": [
        "Bliss_Simulated_Annealing"
      ]
    },
    {
      "page": "build_Fourier_basis",
      "title": "build_Fourier_basis",
      "topics": [
        "build_Fourier_basis"
      ]
    },
    {
      "page": "change_grid",
      "title": "change_grid",
      "topics": [
        "change_grid"
      ]
    },
    {
      "page": "choose_beta",
      "title": "choose_beta",
      "topics": [
        "choose_beta"
      ]
    },
    {
      "page": "compute_beta_posterior_density",
      "title": "compute_beta_posterior_density",
      "topics": [
        "compute_beta_posterior_density"
      ]
    },
    {
      "page": "compute_beta_sample",
      "title": "compute_beta_sample",
      "topics": [
        "compute_beta_sample"
      ]
    },
    {
      "page": "compute_chains_info",
      "title": "compute_chains_info",
      "topics": [
        "compute_chains_info"
      ]
    },
    {
      "page": "compute_random_walk",
      "title": "compute_random_walk",
      "topics": [
        "compute_random_walk"
      ]
    },
    {
      "page": "compute_starting_point_sann",
      "title": "compute_starting_point_sann",
      "topics": [
        "compute_starting_point_sann"
      ]
    },
    {
      "page": "corr_matrix",
      "title": "corr_matrix",
      "topics": [
        "corr_matrix"
      ]
    },
    {
      "page": "data1",
      "title": "a list of data",
      "topics": [
        "data1"
      ]
    },
    {
      "page": "determine_intervals",
      "title": "determine_intervals",
      "topics": [
        "determine_intervals"
      ]
    },
    {
      "page": "do_need_to_reduce",
      "title": "do_need_to_reduce",
      "topics": [
        "do_need_to_reduce"
      ]
    },
    {
      "page": "dposterior",
      "title": "dposterior",
      "topics": [
        "dposterior"
      ]
    },
    {
      "page": "fit_Bliss",
      "title": "fit_Bliss",
      "topics": [
        "fit_Bliss"
      ]
    },
    {
      "page": "image_Bliss",
      "title": "image_Bliss",
      "topics": [
        "image_Bliss"
      ]
    },
    {
      "page": "integrate_trapeze",
      "title": "integrate_trapeze",
      "topics": [
        "integrate_trapeze"
      ]
    },
    {
      "page": "interpretation_plot",
      "title": "interpretation_plot",
      "topics": [
        "interpretation_plot"
      ]
    },
    {
      "page": "lines_bliss",
      "title": "lines_bliss",
      "topics": [
        "lines_bliss"
      ]
    },
    {
      "page": "param1",
      "title": "A list of param for bliss model",
      "topics": [
        "param1"
      ]
    },
    {
      "page": "pdexp",
      "title": "pdexp",
      "topics": [
        "pdexp"
      ]
    },
    {
      "page": "post_treatment_bliss",
      "title": "post_treatment_bliss",
      "topics": [
        "post_treatment_bliss"
      ]
    },
    {
      "page": "predict_bliss",
      "title": "predict_bliss",
      "topics": [
        "predict_bliss"
      ]
    },
    {
      "page": "predict_bliss_distribution",
      "title": "predict_bliss_distribution",
      "topics": [
        "predict_bliss_distribution"
      ]
    },
    {
      "page": "printbliss",
      "title": "Print a bliss Object",
      "topics": [
        "printbliss"
      ]
    },
    {
      "page": "reduce_x",
      "title": "reduce_x",
      "topics": [
        "reduce_x"
      ]
    },
    {
      "page": "res_bliss1",
      "title": "A result of the BliSS method",
      "topics": [
        "res_bliss1"
      ]
    },
    {
      "page": "sigmoid",
      "title": "sigmoid",
      "topics": [
        "sigmoid"
      ]
    },
    {
      "page": "sigmoid_sharp",
      "title": "sigmoid_sharp",
      "topics": [
        "sigmoid_sharp"
      ]
    },
    {
      "page": "sim",
      "title": "sim",
      "topics": [
        "sim"
      ]
    },
    {
      "page": "sim_x",
      "title": "sim_x",
      "topics": [
        "sim_x"
      ]
    },
    {
      "page": "support_estimation",
      "title": "support_estimation",
      "topics": [
        "support_estimation"
      ]
    }
  ],
  "_pkglogo": "https://github.com/pmgrollemund/bliss/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/pmgrollemund/bliss/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "cpp11",
    "farver",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lifecycle",
    "MASS",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppProgress",
    "rlang",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "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": "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": "BlissIntro.Rmd",
      "filename": "BlissIntro.html",
      "title": "Introduction to BLiSS method",
      "author": "Paul-Marie Grollemund",
      "engine": "knitr::rmarkdown",
      "headings": [
        "One single functional covariate case",
        "Simulate a data set",
        "How to apply the Bliss method",
        "Graphical results",
        "Coefficient function",
        "Support of coefficient function",
        "Multiple functional covariates",
        "Session informations"
      ],
      "created": "2018-03-07 10:23:48",
      "modified": "2024-05-09 15:40:26",
      "commits": 13
    }
  ],
  "_score": 4.556302500767288,
  "_indexed": true,
  "_nocasepkg": "bliss",
  "_universes": [
    "pmgrollemund"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1.1",
      "date": "2026-05-22T19:00:41.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "f33f5bc03a096bc856e2bba82b85813fa2542de775397cc80973f7465cde19ba",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1.1",
      "date": "2026-05-22T19:04:50.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "fcdffcbb5dea9b3e2e9b1b33ffe5cff874cd2243ca4d5119b7d3a5fcb8c4937e",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.1.1",
      "date": "2026-05-22T19:00:37.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "3830f9d4e1e3045bfd883598f43cfaf83522eb4ccdf822e4fd592d4cfaaedbaf",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.1.1",
      "date": "2026-05-22T19:05:03.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "d026033eb105d8593ee0732c226147aea5c1aad95e49f2e4591089aff7cfaecd",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1.1",
      "date": "2026-05-22T19:38:46.000Z",
      "arch": "aarch64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "7f1cab95e460b6e34d3ba43c4c1ec57ddcae822a4f71c8378c79cb35d3252907",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1.1",
      "date": "2026-05-22T19:12:11.000Z",
      "arch": "x86_64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "48f5c0c6be2bf0e4f3974017a9ca4b8c53e1af886091f43c83fce79e741a122b",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.1.1",
      "date": "2026-05-22T19:32:25.000Z",
      "arch": "aarch64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "a65113ba25363464415120774cffe00eaa6de279a5fb610f747d2bb6282ddeb0",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.1.1",
      "date": "2026-05-22T19:12:50.000Z",
      "arch": "x86_64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "b87134b0afae5f8f00cc78ce45f4614be8255d31417e0da9782780bc6af9a210",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.1.1",
      "date": "2026-05-22T19:05:03.000Z",
      "arch": "emscripten",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "e9d4acfad717260d0140e09a7cb712b1fb5d100d5fd2c1b5fed1e8c1a3e85ecf",
      "status": "success",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1.1",
      "date": "2026-05-22T19:04:20.000Z",
      "arch": "x86_64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "b6366fd75ab0d6f45324e9482a032c238fde1459ed6e65e856c1dc92275d912c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1.1",
      "date": "2026-05-22T19:04:25.000Z",
      "arch": "x86_64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "64272484fea9cba8760afe013a31580c9e05159a7876d9c3cd129989877989f1",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.1.1",
      "date": "2026-05-22T19:04:33.000Z",
      "arch": "x86_64",
      "commit": "3ea5ce3cec60a64411403f70659b6f5d3f2e2b54",
      "fileid": "e64bc496c179b3d693d549f164f387e5d555ff38006d7bc00f3e1b3160dd5e70",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pmgrollemund/actions/runs/26281939913"
    }
  ]
}