{ "_id": "6a4795d22f27a93436c0e614", "Package": "mcp", "Title": "Regression with Multiple Change Points", "Version": "0.3.4", "Date": "2024-03-14", "URL": "https://lindeloev.github.io/mcp/", "BugReports": "https://github.com/lindeloev/mcp/issues", "Authors@R": "person(given = \"Jonas Kristoffer\",\nfamily = \"Lindeløv\",\nrole = c(\"aut\", \"cre\"),\nemail = \"jonas@lindeloev.dk\",\ncomment = c(ORCID = \"0000-0003-4565-0595\"))", "Description": "Flexible and informed regression with Multiple Change\nPoints. 'mcp' can infer change points in means, variances,\nautocorrelation structure, and any combination of these, as\nwell as the parameters of the segments in between. All\nparameters are estimated with uncertainty and prediction\nintervals are supported - also near the change points. 'mcp'\nsupports hypothesis testing via Savage-Dickey density ratio,\nposterior contrasts, and cross-validation. 'mcp' is described\nin Lindeløv (submitted) and\ngeneralizes the approach described in Carlin, Gelfand, & Smith\n(1992) and Stephens (1994)\n.", "License": "GPL-2", "Encoding": "UTF-8", "Language": "en-US", "LazyData": "true", "RoxygenNote": "7.3.1", "Roxygen": "list(markdown = TRUE)", "Config/pak/sysreqs": "jags libicu-dev", "Repository": "https://lindeloev.r-universe.dev", "Date/Publication": "2024-09-29 21:50:21 UTC", "RemoteUrl": "https://github.com/lindeloev/mcp", "RemoteRef": "HEAD", "RemoteSha": "e5b1370879d5be8b45240d86276d9f99bcff4918", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-03 05:50:04 UTC", "User": "root" }, "Author": "Jonas Kristoffer Lindeløv [aut, cre] (ORCID:\n)", "Maintainer": "Jonas Kristoffer Lindeløv ", "_user": "lindeloev", "_type": "src", "_file": "mcp_0.3.4.tar.gz", "_fileid": "https://r2.ropensci.org/f5e33d7550ef49048b3edd86122dc0a63e840fca30ea40f2ba3250e772586931", "_filesize": 711044, "_sha256": "f5e33d7550ef49048b3edd86122dc0a63e840fca30ea40f2ba3250e772586931", "_expires": "2026-10-11T10:58:26.000Z", "_created": "2026-07-03T05:50:04.000Z", "_published": "2026-07-03T10:58:26.941Z", "_jobs": [ { "job": 84985503220, "time": 196, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8058822406" }, { "job": 84985502979, "time": 245, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8058833898" }, { "job": 84985503187, "time": 194, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8058814824" }, { "job": 84985502998, "time": 219, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8058820520" }, { "job": 84985502443, "time": 185, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8058776014" }, { "job": 84985502812, "time": 158, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8058813803" }, { "job": 84985502972, "time": 178, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8058820188" }, { "job": 84985503075, "time": 161, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8058814613" }, { "job": 84985503143, "time": 167, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8058815795" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881", "_status": "success", "_upstream": "https://github.com/lindeloev/mcp", "_commit": { "id": "e5b1370879d5be8b45240d86276d9f99bcff4918", "author": "Jonas Kristoffer Lindeløv ", "committer": "GitHub ", "message": "Merge pull request #171 from lindeloev/v0.3.4\n\nMake test pass (v0.3.4)", "time": 1727646621 }, "_maintainer": { "name": "Jonas Kristoffer Lindeløv", "email": "jonas@lindeloev.dk", "login": "lindeloev", "bluesky": "@jonaslindeloev.bsky.social", "twitter": "@jonaslindeloev", "description": "", "uuid": 1439417, "orcid": "0000-0003-4565-0595" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "parallel", "role": "Imports" }, { "package": "future", "version": ">= 1.16", "role": "Imports" }, { "package": "future.apply", "version": ">= 1.4", "role": "Imports" }, { "package": "rjags", "version": ">= 4.9", "role": "Imports" }, { "package": "coda", "version": ">= 0.19.3", "role": "Imports" }, { "package": "loo", "version": ">= 2.1.0", "role": "Imports" }, { "package": "bayesplot", "version": ">= 1.7.0", "role": "Imports" }, { "package": "tidybayes", "version": ">= 3.0.0", "role": "Imports" }, { "package": "dplyr", "version": ">= 1.1.1", "role": "Imports" }, { "package": "magrittr", "version": ">= 1.5", "role": "Imports" }, { "package": "tidyr", "version": ">= 1.0.0", "role": "Imports" }, { "package": "tidyselect", "version": ">= 0.2.5", "role": "Imports" }, { "package": "tibble", "version": ">= 2.1.3", "role": "Imports" }, { "package": "stringr", "version": ">= 1.4.0", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.2.1", "role": "Imports" }, { "package": "patchwork", "version": ">= 1.0.0", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "rlang", "version": ">= 0.4.1", "role": "Imports" }, { "package": "hexbin", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.1.0", "role": "Suggests" }, { "package": "purrr", "version": ">= 0.3.4", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "lindeloev", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 118, "_contributors": [ { "user": "lindeloev", "count": 399, "uuid": 1439417 } ], "_userbio": { "uuid": 1439417, "type": "user", "name": "Jonas Kristoffer Lindeløv", "followers": 257 }, "_downloads": { "count": 501, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mcp" }, "_mentions": 4, "_devurl": "https://github.com/lindeloev/mcp", "_pkgdown": "https://lindeloev.github.io/mcp/", "_searchresults": 117, "_topics": [ "jags", "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/mcp.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/lindeloev/mcp", "_realowner": "lindeloev", "_cranurl": true, "_releases": [ { "version": "0.2.0", "date": "2020-01-09" }, { "version": "0.3.0", "date": "2020-08-03" }, { "version": "0.3.1", "date": "2021-11-17" }, { "version": "0.3.2", "date": "2022-02-18" }, { "version": "0.3.3", "date": "2023-03-22" }, { "version": "0.3.4", "date": "2024-03-17" } ], "_exports": [ "bernoulli", "criterion", "exponential", "fixef", "get_segment_table", "hypothesis", "ilogit", "is.mcpfit", "logit", "loo", "mcp", "mcp_example", "negbinomial", "phi", "plot_pars", "pp_check", "probit", "ranef", "sd_to_prec", "waic" ], "_datasets": [ { "name": "demo_fit", "title": "Example 'mcpfit' for examples", "object": "demo_fit", "class": [ "mcpfit" ], "fields": [], "table": false, "tojson": false } ], "_help": [ { "page": "bernoulli", "title": "Bernoulli family for mcp", "topics": [ "bernoulli" ] }, { "page": "criterion", "title": "Compute information criteria for model comparison", "topics": [ "criterion", "LOO", "loo", "loo.mcpfit", "WAIC", "waic", "waic.mcpfit" ] }, { "page": "demo_fit", "title": "Example 'mcpfit' for examples", "topics": [ "demo_fit" ] }, { "page": "exponential", "title": "Exponential family for mcp", "topics": [ "exponential" ] }, { "page": "fitted.mcpfit", "title": "Expected Values from the Posterior Predictive Distribution", "topics": [ "fitted", "fitted.mcpfit" ] }, { "page": "hypothesis", "title": "Test hypotheses on mcp objects.", "topics": [ "hypothesis", "hypothesis.mcpfit" ] }, { "page": "ilogit", "title": "Inverse logit function", "topics": [ "ilogit" ] }, { "page": "is.mcpfit", "title": "Checks if argument is an 'mcpfit' object", "topics": [ "is.mcpfit" ] }, { "page": "logit", "title": "Logit function", "topics": [ "logit" ] }, { "page": "mcp", "title": "Fit Multiple Linear Segments And Their Change Points", "topics": [ "mcp" ] }, { "page": "mcp_example", "title": "Get example models and data", "topics": [ "mcp_example" ] }, { "page": "mcpfit-class", "title": "Class 'mcpfit' of models fitted with the 'mcp' package", "topics": [ "mcpfit", "mcpfit-class" ] }, { "page": "negbinomial", "title": "Negative binomial for mcp", "topics": [ "negbinomial" ] }, { "page": "phi", "title": "Inverse probit function", "topics": [ "phi" ] }, { "page": "plot_pars", "title": "Plot individual parameters", "topics": [ "plot_pars" ] }, { "page": "plot.mcpfit", "title": "Plot full fits", "topics": [ "plot", "plot.mcpfit" ] }, { "page": "pp_check", "title": "Posterior Predictive Checks For Mcpfit Objects", "topics": [ "pp_check", "pp_check.mcpfit" ] }, { "page": "predict.mcpfit", "title": "Samples from the Posterior Predictive Distribution", "topics": [ "predict", "predict.mcpfit" ] }, { "page": "print.mcplist", "title": "Print mcplist", "topics": [ "print.mcplist" ] }, { "page": "print.mcptext", "title": "Nice printing texts", "topics": [ "print.mcptext" ] }, { "page": "probit", "title": "Probit function", "topics": [ "probit" ] }, { "page": "residuals.mcpfit", "title": "Compute Residuals From Mcpfit Objects", "topics": [ "resid", "resid.mcpfit", "residuals", "residuals.mcpfit" ] }, { "page": "sd_to_prec", "title": "Transform a prior from SD to precision.", "topics": [ "sd_to_prec" ] }, { "page": "summary.mcpfit", "title": "Summarise mcpfit objects", "topics": [ "fixed.effects", "fixef", "fixef.mcpfit", "print", "print.mcpfit", "random.effects", "ranef", "ranef.mcpfit", "summary", "summary.mcpfit" ] } ], "_pkglogo": "https://github.com/lindeloev/mcp/raw/docs/man/figures/logo.png", "_readme": "https://github.com/lindeloev/mcp/raw/HEAD/README.md", "_rundeps": [ "abind", "arrayhelpers", "backports", "bayesplot", "checkmate", "cli", "coda", "codetools", "cpp11", "digest", "distributional", "dplyr", "farver", "future", "future.apply", "generics", "ggdist", "ggplot2", "ggridges", "globals", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "listenv", "loo", "magrittr", "matrixStats", "numDeriv", "parallelly", "patchwork", "pillar", "pkgconfig", "plyr", "posterior", "purrr", "quadprog", "R6", "RColorBrewer", "Rcpp", "reshape2", "rjags", "rlang", "S7", "scales", "stringi", "stringr", "svUnit", "tensorA", "tibble", "tidybayes", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "libjags", "package": "jags", "headers": "jags", "source": "jags", "version": "4.3.2-2.2604.0", "name": "jags", "homepage": "https://mcmc-jags.sourceforge.io", "description": "Just Another Gibbs Sampler for Bayesian MCMC - binary" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 6.918219119435931, "_indexed": true, "_nocasepkg": "mcp", "_universes": [ "lindeloev" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.4", "date": "2026-07-03T05:52:35.000Z", "distro": "resolute", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/e6a9f533088698fa7d2b247335adbf039fa2b544feae78a534f42cb1b489a5ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" }, { "r": "4.6.1", "os": "linux", "version": "0.3.4", "date": "2026-07-03T05:53:05.000Z", "distro": "resolute", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/bceb2f5374d9c6e4c0802af1675c6007bb6c48e032d0cb2f3608fcab4d7a8888", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" }, { "r": "4.5.3", "os": "mac", "version": "0.3.4", "date": "2026-07-03T05:52:19.000Z", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/138184062d4c51cc0f1d01af50bf3b4476646234a32868f5d7823a0ae60b0b79", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" }, { "r": "4.6.1", "os": "mac", "version": "0.3.4", "date": "2026-07-03T05:52:35.000Z", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/d6b720351a16eabccfd9fe9c35f0a5ba428e65daa2564c37b25ae7d10cdde230", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.4", "date": "2026-07-03T05:53:03.000Z", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/c476aef2b6486a94f7ebc3bea773d71bf7c04e8c89977f73d23cd9b9aa0370c1", "status": "success", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" }, { "r": "4.7.0", "os": "win", "version": "0.3.4", "date": "2026-07-03T05:51:42.000Z", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/6648fe8662cfb4c49316c4ee547a18a378205f4e06344d1df3e3b61d42aed3d2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" }, { "r": "4.5.3", "os": "win", "version": "0.3.4", "date": "2026-07-03T05:51:30.000Z", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/4c0a6a557ea9b3d87bc10d0adb525abd5514169cf7a5977c0ac80c50a0bf5a7e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" }, { "r": "4.6.1", "os": "win", "version": "0.3.4", "date": "2026-07-03T05:51:33.000Z", "commit": "e5b1370879d5be8b45240d86276d9f99bcff4918", "fileid": "https://r2.ropensci.org/c1ef8158821bc870beb2fd5b34e56bb286039f560524bf1b74b89f1b63ba405d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/lindeloev/actions/runs/28641178881" } ] }