Package: boostingDEA
Type: Package
Title: A Boosting Approach to Data Envelopment Analysis
Version: 0.1.0
Authors@R: c(
    person(given = "Maria D.", 
           family = "Guillen", 
           role = c("cre", "aut"),
           email = "maria.guilleng@umh.es",
           comment = c(ORCID = "0000-0002-2445-5654")),
    person(given = "Juan", 
           family = "Aparicio", 
           role = c("aut"),
           email = "j.aparicio@umh.es",
           comment = c(ORCID = "0000-0002-0867-0004")),
    person(given = "Víctor", 
           family = "España", 
           role = c("aut"),
           comment = c(ORCID = "0000-0002-1807-6180"))
           )
Maintainer: Maria D. Guillen <maria.guilleng@umh.es>
Description: Includes functions to estimate production frontiers and
        make ideal output predictions in the Data Envelopment Analysis
        (DEA) context using both standard models from DEA and Free
        Disposal Hull (FDH) and boosting techniques. In particular,
        EATBoosting (Guillen et al., 2023
        <doi:10.1016/j.eswa.2022.119134>) and MARSBoosting. Moreover,
        the package includes code for estimating several technical
        efficiency measures using different models such as the input
        and output-oriented radial measures, the input and
        output-oriented Russell measures, the Directional Distance
        Function (DDF), the Weighted Additive Measure (WAM) and the
        Slacks-Based Measure (SBM).
License: AGPL (>= 3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Imports: Rglpk, dplyr, lpSolveAPI, stats, MLmetrics, methods
URL: https://github.com/itsmeryguillen/boostingDEA
BugReports: https://github.com/itsmeryguillen/boostingDEA/issues
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Depends: R (>= 3.5.0)
Config/pak/sysreqs: libglpk-dev
Repository: https://mariaguilleng.r-universe.dev
Date/Publication: 2023-07-14 09:00:37 UTC
RemoteUrl: https://github.com/mariaguilleng/boostingdea
RemoteRef: HEAD
RemoteSha: acbe2c514984afe5a9f1bb24752864ab1268fc24
NeedsCompilation: no
Packaged: 2026-06-20 06:24:56 UTC; root
Author: Maria D. Guillen [cre, aut] (ORCID:
    <https://orcid.org/0000-0002-2445-5654>),
  Juan Aparicio [aut] (ORCID: <https://orcid.org/0000-0002-0867-0004>),
  Víctor España [aut] (ORCID: <https://orcid.org/0000-0002-1807-6180>)