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",
           family = "Lindeløv",
           role = c("aut", "cre"),
           email = "jonas@lindeloev.dk",
           comment = c(ORCID = "0000-0003-4565-0595"))
Description: Flexible and informed regression with Multiple Change
        Points. 'mcp' can infer change points in means, variances,
        autocorrelation structure, and any combination of these, as
        well as the parameters of the segments in between. All
        parameters are estimated with uncertainty and prediction
        intervals are supported - also near the change points. 'mcp'
        supports hypothesis testing via Savage-Dickey density ratio,
        posterior contrasts, and cross-validation. 'mcp' is described
        in Lindeløv (submitted) <doi:10.31219/osf.io/fzqxv> and
        generalizes the approach described in Carlin, Gelfand, & Smith
        (1992) <doi:10.2307/2347570> and Stephens (1994)
        <doi:10.2307/2986119>.
License: GPL-2
Encoding: UTF-8
Language: en-US
LazyData: true
RoxygenNote: 7.3.1
Roxygen: list(markdown = TRUE)
Depends: R (>= 3.5.0)
Imports: parallel, future (>= 1.16), future.apply (>= 1.4), rjags (>=
        4.9), coda (>= 0.19.3), loo (>= 2.1.0), bayesplot (>= 1.7.0),
        tidybayes (>= 3.0.0), dplyr (>= 1.1.1), magrittr (>= 1.5),
        tidyr (>= 1.0.0), tidyselect (>= 0.2.5), tibble (>= 2.1.3),
        stringr (>= 1.4.0), ggplot2 (>= 3.2.1), patchwork (>= 1.0.0),
        stats, rlang (>= 0.4.1)
Suggests: hexbin, testthat (>= 3.1.0), purrr (>= 0.3.4), knitr,
        rmarkdown
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: 2026-07-03 05:50:04 UTC; root
Author: Jonas Kristoffer Lindeløv [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-4565-0595>)
Maintainer: Jonas Kristoffer Lindeløv <jonas@lindeloev.dk>