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Functions to support rigorous processes in data cleaning, evaluation, and documentation across datasets from different studies based on Maelstrom Research guidelines. The package includes the core functions to evaluate and format the main inputs that define the process, diagnose errors, and summarize and evaluate datasets and their associated data dictionaries. The main outputs are clean datasets and associated metadata, and tabular and visual summary reports. As described in Maelstrom Research guidelines for rigorous retrospective data harmonization (Fortier I and al. (2017) <doi:10.1093/ije/dyw075>).
Version: | 1.1.0 |
Depends: | R (≥ 3.4) |
Imports: | dplyr (≥ 1.1.0), rlang, stringr, crayon, ggplot2, tidytext, grDevices, graphics, lubridate, janitor, forcats, knitr, haven, bookdown, stats, DT, readr, tidyr, fs, utils, fabR (≥ 2.0.0), lifecycle |
Published: | 2024-04-23 |
DOI: | 10.32614/CRAN.package.madshapR |
Author: | Guillaume Fabre [aut, cre], Maelstrom-research group [cph, fnd] |
Maintainer: | Guillaume Fabre <guijoseph.fabre at gmail.com> |
BugReports: | https://github.com/maelstrom-research/madshapR/issues |
License: | GPL-3 |
URL: | https://github.com/maelstrom-research/madshapR |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | madshapR results |
Reference manual: | madshapR.pdf |
Vignettes: |
madshapR-vignette |
Package source: | madshapR_1.1.0.tar.gz |
Windows binaries: | r-devel: madshapR_1.1.0.zip, r-release: madshapR_1.1.0.zip, r-oldrel: madshapR_1.1.0.zip |
macOS binaries: | r-release (arm64): madshapR_1.1.0.tgz, r-oldrel (arm64): madshapR_1.1.0.tgz, r-release (x86_64): madshapR_1.1.0.tgz, r-oldrel (x86_64): madshapR_1.1.0.tgz |
Old sources: | madshapR archive |
Reverse imports: | banffIT, mlstrOpalr, Rmonize |
Please use the canonical form https://CRAN.R-project.org/package=madshapR to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.