| robmedExtra-package {robmedExtra} | R Documentation |
Extra Functionality for (Robust) Mediation Analysis
Description
This companion package extends the package 'robmed' (Alfons, Ates & Groenen, 2022b; <doi:10.18637/jss.v103.i13>) in various ways. Most notably, it provides a graphical user interface for the robust bootstrap test ROBMED (Alfons, Ates & Groenen, 2022a; <doi:10.1177/1094428121999096>) to make the method more accessible to less proficient 'R' users, as well as functions to export the results as a table in a 'Microsoft Word' or 'Microsoft Powerpoint' document, or as a 'LaTeX' table. Furthermore, the package contains a 'shiny' app to compare various bootstrap procedures for mediation analysis on simulated data.
Details
The DESCRIPTION file:
| Package: | robmedExtra |
| Type: | Package |
| Title: | Extra Functionality for (Robust) Mediation Analysis |
| Version: | 0.1.0 |
| Date: | 2023-06-02 |
| Depends: | robmed (>= 0.10.0) |
| Imports: | shiny (>= 1.1.0), DT, flextable (>= 0.8.3), ggplot2 (>= 3.3.0), graphics, grDevices, officer, stats, utils |
| Description: | This companion package extends the package 'robmed' (Alfons, Ates & Groenen, 2022b; <doi:10.18637/jss.v103.i13>) in various ways. Most notably, it provides a graphical user interface for the robust bootstrap test ROBMED (Alfons, Ates & Groenen, 2022a; <doi:10.1177/1094428121999096>) to make the method more accessible to less proficient 'R' users, as well as functions to export the results as a table in a 'Microsoft Word' or 'Microsoft Powerpoint' document, or as a 'LaTeX' table. Furthermore, the package contains a 'shiny' app to compare various bootstrap procedures for mediation analysis on simulated data. |
| License: | GPL (>= 3) |
| URL: | https://github.com/aalfons/robmedExtra |
| BugReports: | https://github.com/aalfons/robmedExtra/issues |
| LazyData: | yes |
| Authors@R: | c(person("Andreas", "Alfons", email = "alfons@ese.eur.nl", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-2513-3788")), person("Aurore", "Archimbaud", email = "archimbaud@ese.eur.nl", role = "aut", comment = c(ORCID = "0000-0002-6511-9091")), person("Vincent", "Drenth", role = "aut")) |
| Author: | Andreas Alfons [aut, cre] (<https://orcid.org/0000-0002-2513-3788>), Aurore Archimbaud [aut] (<https://orcid.org/0000-0002-6511-9091>), Vincent Drenth [aut] |
| Maintainer: | Andreas Alfons <alfons@ese.eur.nl> |
| Encoding: | UTF-8 |
| RoxygenNote: | 7.2.3 |
Index of help topics:
export_docx Export a flextable of results from (robust)
mediation analysis to 'Microsoft Word'
export_pptx Export a flextable of results from (robust)
mediation analysis to 'Microsoft Powerpoint'
robmedExtra-package Extra Functionality for (Robust) Mediation
Analysis
robmed_GUI Graphical user interface for (robust) mediation
analysis
simulation_app Open a 'shiny' app for exploring mediation
analysis on simulated data
theme_mediation Theme for formatting a flextable of results
from (robust) mediation analysis
to_flextable Tabular summary of results from (robust)
mediation analysis
to_latex 'LaTeX' table of results from (robust)
mediation analysis
Author(s)
Andreas Alfons [aut, cre] (<https://orcid.org/0000-0002-2513-3788>), Aurore Archimbaud [aut] (<https://orcid.org/0000-0002-6511-9091>), Vincent Drenth [aut]
Maintainer: Andreas Alfons <alfons@ese.eur.nl>
References
Alfons, A., Ates, N.Y. and Groenen, P.J.F. (2022a) A Robust Bootstrap Test for Mediation Analysis. Organizational Research Methods, 25(3), 591–617. doi:10.1177/1094428121999096.
Alfons, A., Ates, N.Y. and Groenen, P.J.F. (2022b) Robust mediation analysis: The R package robmed. Journal of Statistical Software, 103(13), 1–45. doi:10.18637/jss.v103.i13.