Other packages > Find by keyword >

Rmonize  

Tools for Data Harmonization
View on CRAN: Click here


Download and install Rmonize package within the R console
Install from CRAN:
install.packages("Rmonize")

Install from Github:
library("remotes")
install_github("cran/Rmonize")

Install by package version:
library("remotes")
install_version("Rmonize", "2.0.0")



Attach the package and use:
library("Rmonize")
Maintained by
Guillaume Fabre
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-12-21
Latest Update: 2025-06-30
Description:
Functions to support rigorous retrospective data harmonization processing, 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 harmonization process, apply specified processing rules to generate harmonized data, diagnose processing errors, and summarize and evaluate harmonized outputs. The main inputs that define the processing are a DataSchema (list and definitions of harmonized variables to be generated) and Data Processing Elements (processing rules to be applied to generate harmonized variables from study-specific variables). The main outputs of processing are harmonized datasets, associated metadata, and tabular and visual summary reports. As described in Maelstrom Research guidelines for rigorous retrospective data harmonization (Fortier I and al. (2017) ).
How to cite:
Guillaume Fabre (2023). Rmonize: Tools for Data Harmonization. R package version 2.0.0, https://cran.r-project.org/web/packages/Rmonize. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:23), 1.0.1 (2023-12-21 17:30), 1.1.0 (2024-05-01 18:12)
Other packages that cited Rmonize R package
View Rmonize citation profile
Other R packages that Rmonize depends, imports, suggests or enhances
Complete documentation for Rmonize
Functions, R codes and Examples using the Rmonize R package
Full Rmonize package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA