{ "_id": "6a251dce4b233be19838f0ba", "Package": "BayesChange", "Title": "Bayesian Methods for Change Point Analysis", "Version": "2.3.0", "Authors@R": "c(\nperson(\"Luca\", \"Danese\", role = c(\"aut\", \"cre\", \"cph\"), email = \"l.danese1@campus.unimib.it\", comment = c(ORCID = \"0000-0001-8444-8563\")),\nperson(\"Riccardo\", \"Corradin\", role = \"aut\"),\nperson(\"Andrea\", \"Ongaro\", role = \"aut\"))", "Description": "Performs change point detection on univariate and\nmultivariate time series (Martínez & Mena, 2014,\n ; Corradin, Danese & Ongaro, 2022,\n) and clusters time-dependent\ndata with common change points (Corradin, Danese, KhudaBukhsh &\nOngaro, 2026, ).", "License": "GPL (>= 3)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "URL": "https://github.com/lucadanese/BayesChange", "BugReports": "https://github.com/lucadanese/BayesChange/issues", "LazyData": "true", "Config/pak/sysreqs": "cmake make libgsl0-dev libicu-dev libclang-dev", "Repository": "https://lucadanese.r-universe.dev", "Date/Publication": "2026-03-06 15:48:31 UTC", "RemoteUrl": "https://github.com/lucadanese/bayeschange", "RemoteRef": "HEAD", "RemoteSha": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-07 07:19:33 UTC", "User": "root" }, "Author": "Luca Danese [aut, cre, cph] (ORCID:\n),\nRiccardo Corradin [aut],\nAndrea Ongaro [aut]", "Maintainer": "Luca Danese ", "MD5sum": "6b15613a78fa841bee42389ec4c8f553", "_user": "lucadanese", "_type": "src", "_file": "BayesChange_2.3.0.tar.gz", "_fileid": "e97849bca2d69f1e3bcc5310a1e240b549b47d62dfcb27b45f11c58cd3aa7716", "_filesize": 1779226, "_sha256": "e97849bca2d69f1e3bcc5310a1e240b549b47d62dfcb27b45f11c58cd3aa7716", "_created": "2026-06-07T07:19:33.000Z", "_published": "2026-06-07T07:29:18.588Z", "_distro": "noble", "_jobs": [ { "job": 79940374825, "time": 224, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7461848334" }, { "job": 79940374843, "time": 229, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7461848431" }, { "job": 79940374814, "time": 217, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7461847403" }, { "job": 79940374831, "time": 220, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7461847261" }, { "job": 79940374909, "time": 229, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7461885279" }, { "job": 79940374895, "time": 478, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7461878223" }, { "job": 79940374896, "time": 167, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7461875819" }, { "job": 79940374883, "time": 354, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7461860522" }, { "job": 79940085886, "time": 297, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7461818577" }, { "job": 79940374816, "time": 158, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7461839079" }, { "job": 79940374838, "time": 216, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7461846755" }, { "job": 79940374855, "time": 177, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7461841980" }, { "job": 79940374841, "time": 173, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7461841038" } ], "_buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/lucadanese/bayeschange", "_commit": { "id": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "author": "Luca Danese ", "committer": "Luca Danese ", "message": "CRAN-submission 2.3.0\n", "time": 1772812111 }, "_maintainer": { "name": "Luca Danese", "email": "l.danese1@campus.unimib.it", "orcid": "0000-0001-8444-8563" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "RcppGSL", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "salso", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "ggpubr", "role": "Imports" }, { "package": "coda", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "lucadanese", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-36", "n": 9 }, { "week": "2025-42", "n": 4 }, { "week": "2025-45", "n": 5 }, { "week": "2025-46", "n": 3 }, { "week": "2025-48", "n": 1 }, { "week": "2025-49", "n": 8 }, { "week": "2026-02", "n": 3 }, { "week": "2026-03", "n": 28 }, { "week": "2026-10", "n": 4 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "lucadanese", "count": 178, "uuid": 46844267 } ], "_userbio": { "uuid": 46844267, "type": "user", "name": "Luca Danese", "description": "PhD Student in Statistics" }, "_downloads": { "count": 269, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BayesChange" }, "_devurl": "https://github.com/lucadanese/bayeschange", "_searchresults": 5, "_topics": [ "openblas", "gsl", "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/BayesChange.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/lucadanese/bayeschange", "_realowner": "lucadanese", "_cranurl": true, "_releases": [ { "version": "1.1.0", "date": "2025-02-13" }, { "version": "1.1.1", "date": "2025-02-14" }, { "version": "1.1.2", "date": "2025-02-21" }, { "version": "2.0.0", "date": "2025-03-12" }, { "version": "2.1.0", "date": "2025-04-28" }, { "version": "2.1.1", "date": "2025-10-17" }, { "version": "2.1.2", "date": "2025-11-05" }, { "version": "2.1.3", "date": "2025-11-11" }, { "version": "2.2.0", "date": "2026-01-14" }, { "version": "2.3.0", "date": "2026-03-06" } ], "_exports": [ "clust_cp", "ClustCpObj", "detect_cp", "DetectCpObj", "plot_psm", "posterior_estimate", "sim_epi_data" ], "_datasets": [ { "name": "epi_synthetic", "title": "Synthetic Epidemiological Time-Series Data", "object": "epi_synthetic", "class": [ "matrix", "array" ], "fields": {}, "rows": 200, "table": true, "tojson": true }, { "name": "epi_synthetic_multi", "title": "Multivariate Synthetic Epidemiological Time-Series Data", "object": "epi_synthetic_multi", "class": [ "matrix", "array" ], "fields": {}, "rows": 3, "table": true, "tojson": true }, { "name": "eu_inflation", "title": "EU Inflation Dataset (Standardized Matrix Form)", "object": "eu_inflation", "class": [ "matrix", "array" ], "fields": {}, "rows": 12, "table": true, "tojson": true }, { "name": "stock_multi", "title": "Daily Stock Price Dataset (Multivariate Open/Close Series)", "object": "stock_multi", "class": [ "array" ], "fields": [], "table": false, "tojson": true }, { "name": "stock_uni", "title": "Daily Stock Price Dataset (Univariate Mean Series)", "object": "stock_uni", "class": [ "matrix", "array" ], "fields": [ "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "60", "61", "62", "63", "64", "65", "66", "67", "68", "69", "70", "71", "72", "73", "74", "75", "76", "77", "78", "79", "80", "81", "82", "83", "84", "85", "86", "87", "88", "89", "90", "91", "92", "93", "94", "95", "96", "97", "98", "99", "100", "101", "102", "103", "104", "105", "106", "107", "108", "109", "110", "111", "112", "113", "114", "115", "116", "117", "118", "119", "120", "121", "122", "123", "124", "125", "126", "127", "128", "129", "130", "131", "132", "133", "134", "135", "136", "137", "138", "139", "140", "141", "142", "143", "144", "145", "146", "147", "148", "149", "150", "151", "152", "153", "154", "155", "156", "157", "158", "159", "160", "161", "162", "163", "164", "165", "166", "167", "168", "169", "170", "171", "172", "173", "174", "175", "176", "177", "178", "179", "180", "181", "182", "183", "184", "185", "186", "187", "188", "189", "190", "191", "192", "193", "194", "195", "196", "197", "198", "199", "200", "201", "202", "203", "204", "205", "206", "207", "208", "209", "210", "211", "212", "213", "214", "215", "216", "217", "218", "219", "220", "221", "222", "223", "224", "225", "226", "227", "228", "229", "230", "231", "232", "233", "234", "235", "236", "237", "238", "239", "240", "241", "242", "243", "244", "245", "246", "247", "248", "249", "250", "251", "252", "253", "254", "255", "256", "257", "258", "259", "260", "261", "262", "263", "264", "265", "266", "267", "268", "269", "270", "271", "272", "273", "274", "275", "276", "277", "278", "279", "280", "281", "282", "283", "284", "285", "286", "287", "288", "289", "290", "291", "292", "293", "294", "295", "296", "297", "298", "299", "300", "301", "302", "303", "304", "305", "306", "307", "308", "309", "310", "311", "312", "313", "314", "315", "316", "317", "318", "319", "320", "321", "322", "323", "324", "325", "326", "327", "328", "329", "330", "331", "332", "333", "334", "335", "336", "337", "338", "339", "340", "341", "342", "343", "344", "345", "346", "347", "348", "349", "350", "351", "352", "353", "354", "355", "356", "357", "358", "359", "360", "361", "362", "363", "364", "365", "366", "367", "368", "369", "370", "371", "372", "373", "374", "375", "376", "377", "378", "379", "380", "381", "382", "383", "384", "385", "386", "387", "388", "389", "390", "391", "392", "393", "394", "395", "396", "397", "398", "399", "400", "401", "402", "403", "404", "405", "406", "407", "408", "409", "410", "411", "412", "413", "414", "415", "416", "417", "418", "419", "420", "421", "422", "423", "424", "425", "426", "427", "428", "429", "430", "431", "432", "433", "434", "435", "436", "437", "438", "439", "440", "441", "442", "443", "444", "445", "446", "447", "448", "449", "450", "451", "452", "453", "454", "455", "456", "457", "458", "459", "460", "461", "462", "463", "464", "465", "466", "467", "468", "469", "470", "471", "472", "473", "474", "475", "476", "477", "478", "479", "480", "481", "482", "483", "484", "485", "486", "487", "488", "489", "490", "491", "492", "493", "494", "495", "496", "497", "498", "499", "500", "501", "502", "503", "504", "505" ], "rows": 50, "table": true, "tojson": true } ], "_help": [ { "page": "clust_cp", "title": "Clustering time dependent observations with common change points.", "topics": [ "clust_cp" ] }, { "page": "ClustCpObj", "title": "ClustCpObj class constructor", "topics": [ "ClustCpObj" ] }, { "page": "detect_cp", "title": "Detect change points on time series.", "topics": [ "detect_cp" ] }, { "page": "DetectCpObj", "title": "DetectCpObj class constructor", "topics": [ "DetectCpObj" ] }, { "page": "epi_synthetic", "title": "Synthetic Epidemiological Time-Series Data", "topics": [ "epi_synthetic" ] }, { "page": "epi_synthetic_multi", "title": "Multivariate Synthetic Epidemiological Time-Series Data", "topics": [ "epi_synthetic_multi" ] }, { "page": "eu_inflation", "title": "EU Inflation Dataset (Standardized Matrix Form)", "topics": [ "eu_inflation" ] }, { "page": "plot_psm.ClustCpObj", "title": "Plot the Posterior Similarity Matrix (PSM) for a ClustCpObj", "topics": [ "plot_psm.ClustCpObj" ] }, { "page": "plot.ClustCpObj", "title": "Plot estimated partition", "topics": [ "plot.ClustCpObj" ] }, { "page": "plot.DetectCpObj", "title": "Plot estimated change points", "topics": [ "plot.DetectCpObj" ] }, { "page": "posterior_estimate.ClustCpObj", "title": "Estimate the change points of the data", "topics": [ "posterior_estimate.ClustCpObj" ] }, { "page": "posterior_estimate.DetectCpObj", "title": "Estimate the change points of the data", "topics": [ "posterior_estimate.DetectCpObj" ] }, { "page": "print.ClustCpObj", "title": "ClustCpObj print method", "topics": [ "print.ClustCpObj" ] }, { "page": "print.DetectCpObj", "title": "DetectCpObj print method", "topics": [ "print.DetectCpObj" ] }, { "page": "sim_epi_data", "title": "Simulate epidemiological data", "topics": [ "sim_epi_data" ] }, { "page": "stock_multi", "title": "Daily Stock Price Dataset (Multivariate Open/Close Series)", "topics": [ "stock_multi" ] }, { "page": "stock_uni", "title": "Daily Stock Price Dataset (Univariate Mean Series)", "topics": [ "stock_uni" ] }, { "page": "summary.ClustCpObj", "title": "ClustCpObj summary method", "topics": [ "summary.ClustCpObj" ] }, { "page": "summary.DetectCpObj", "title": "DetectCpObj summary method", "topics": [ "summary.DetectCpObj" ] } ], "_readme": "https://github.com/lucadanese/bayeschange/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "boot", "broom", "car", "carData", "cli", "coda", "colorspace", "corrplot", "cowplot", "cpp11", "Deriv", "doBy", "dplyr", "farver", "forecast", "Formula", "fracdiff", "generics", "ggplot2", "ggpubr", "ggrepel", "ggsci", "ggsignif", "glue", "gridExtra", "gtable", "isoband", "labeling", "lattice", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "mgcv", "microbenchmark", "minqa", "modelr", "nlme", "nloptr", "nnet", "numDeriv", "pbkrtest", "pillar", "pkgconfig", "plyr", "polynom", "purrr", "quantreg", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "RcppGSL", "Rdpack", "reformulas", "reshape2", "rlang", "rstatix", "S7", "salso", "scales", "SparseM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timeDate", "urca", "utf8", "vctrs", "viridisLite", "withr", "zoo" ], "_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": "libgsl", "package": "libgsl27", "headers": "libgsl-dev", "source": "gsl", "version": "2.7.1+dfsg-6ubuntu2", "name": "gsl", "homepage": "https://www.gnu.org/software/gsl", "description": "GNU Scientific Library (GSL) -- library package" }, { "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" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_vignettes": [ { "source": "tutorial.Rmd", "filename": "tutorial.html", "title": "BayesChange Tutorial", "engine": "knitr::rmarkdown", "headings": [ "Detecting change points", "Clustering time dependent data with common change points" ], "created": "2025-02-06 16:45:47", "modified": "2026-01-14 14:11:18", "commits": 14 } ], "_score": 4.653212513775344, "_indexed": true, "_nocasepkg": "bayeschange", "_universes": [ "lucadanese" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.3.0", "date": "2026-06-07T07:22:41.000Z", "distro": "noble", "arch": "aarch64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "72e865c5ec926259775de66f98bf9e8e3008b3be3617f30bb3ee92e832b182e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.7.0", "os": "linux", "version": "2.3.0", "date": "2026-06-07T07:22:33.000Z", "distro": "noble", "arch": "x86_64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "deaf447920b48651b56bcbb3e138495a8d5390a2f2463d0e0597a4d2f4c4a392", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.6.0", "os": "linux", "version": "2.3.0", "date": "2026-06-07T07:22:35.000Z", "distro": "noble", "arch": "aarch64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "3bdf4bd2c7fce7cfb11cfbb39b1b20bd515fd3ea6e51032cd7173dea65957945", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.6.0", "os": "linux", "version": "2.3.0", "date": "2026-06-07T07:22:25.000Z", "distro": "noble", "arch": "x86_64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "f15dd2815a726cbb47edcf39d200ef15fe0a9b2b2786e7c049aa55245cccc475", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.5.3", "os": "mac", "version": "2.3.0", "date": "2026-06-07T07:27:11.000Z", "arch": "aarch64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "112173bf45cd61138351164d63a47d4d75cc1353743a044ea1304a94df7c8394", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.5.3", "os": "mac", "version": "2.3.0", "date": "2026-06-07T07:24:50.000Z", "arch": "x86_64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "bcc88d683174abc3330589d6a407fed065b35e83078f1938d102c6c950227e8e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.6.0", "os": "mac", "version": "2.3.0", "date": "2026-06-07T07:26:29.000Z", "arch": "aarch64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "441cd44c388631ec323b59a68b72b7dd639044b9fff0cc78f24e69108512c26d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.6.0", "os": "mac", "version": "2.3.0", "date": "2026-06-07T07:23:35.000Z", "arch": "x86_64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "786ed8df0109dbef451659d0ab1b209e8552691b6a514f7ba375ba75f3d1592f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.6.0", "os": "wasm", "version": "2.3.0", "date": "2026-06-07T07:22:32.000Z", "arch": "emscripten", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "2722169e835e25206cb53622fb2bb6d130d4339b2917b77a9e40c54d5e275674", "status": "success", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.7.0", "os": "win", "version": "2.3.0", "date": "2026-06-07T07:21:38.000Z", "arch": "x86_64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "7639bef7853a99909310984f7950f6cdd07303019ec42230cb60cce323dda39f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.5.3", "os": "win", "version": "2.3.0", "date": "2026-06-07T07:21:26.000Z", "arch": "x86_64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "b1eb87dd6f4d7cd37b91f746636b101b6fccb79240f558b2f77dba6a2c106d5b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" }, { "r": "4.6.0", "os": "win", "version": "2.3.0", "date": "2026-06-07T07:21:12.000Z", "arch": "x86_64", "commit": "31dbd4f7dd86b0ec9c42b1a79955df437b55f589", "fileid": "60c1a8059e2ccb7cd41878bfc64f8b334bb3264be59dbdf17b32cd20091bfc70", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lucadanese/actions/runs/27085854666" } ] }