Package: tsrobprep
Title: Robust Preprocessing of Time Series Data
Version: 0.3.2
Date: 2022-02-21
Authors@R: c(
    person(given = "Michał",
           family = "Narajewski",
           role = c("aut", "cre"),
           email = "michal.narajewski@uni-due.de",
           comment = c(ORCID = "https://orcid.org/0000-0002-3115-0162")),
    person(given = "Jens",
           family = "Kley-Holsteg",
           role = "aut",
           email = "jens.kley-holsteg@hs-ruhrwest.de"),
    person(given = "Florian",
           family = "Ziel",
           role = "aut",
           email = "florian.ziel@uni-due.de",
           comment = c(ORCID = "https://orcid.org/0000-0002-2974-2660")))
Description: Methods for handling the missing values outliers are
        introduced in this package. The recognized missing values and
        outliers are replaced using a model-based approach. The model
        may consist of both autoregressive components and external
        regressors. The methods work robust and efficient, and they are
        fully tunable. The primary motivation for writing the package
        was preprocessing of the energy systems data, e.g. power plant
        production time series, but the package could be used with any
        time series data. For details, see Narajewski et al. (2021)
        <doi:10.1016/j.softx.2021.100809>.
Depends: R (>= 3.2.0)
License: MIT + file LICENSE
Encoding: UTF-8
Imports: glmnet, MASS, Matrix, mclust, quantreg, Rdpack, splines,
        textTinyR, zoo
RdMacros: Rdpack
LazyData: true
RoxygenNote: 7.1.1
NeedsCompilation: no
Packaged: 2026-10-12 10:15:05 UTC; root
Author: Michał Narajewski [aut, cre]
        (<https://orcid.org/0000-0002-3115-0162>), Jens Kley-Holsteg
        [aut], Florian Ziel [aut]
        (<https://orcid.org/0000-0002-2974-2660>)
Maintainer: Michał Narajewski <michal.narajewski@uni-due.de>
Repository: https://cran.r-universe.dev
Date/Publication: 2022-02-22 09:30:01 UTC
RemoteUrl: https://github.com/cran/tsrobprep
RemoteRef: HEAD
RemoteSha: 73706963112128ad96fdf4b071666587d40a23fc