Other packages > Find by keyword >

psHarmonize  

Creates a Harmonized Dataset Based on a Set of Instructions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("psHarmonize", "0.3.6")



Attach the package and use:
library("psHarmonize")
Maintained by
John Stephen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-15
Latest Update: 2025-01-15
Description:
Functions which facilitate harmonization of data from multiple different datasets. Data harmonization involves taking data sources with differing values, creating coding instructions to create a harmonized set of values, then making those data modifications. 'psHarmonize' will assist with data modification once the harmonization instructions are written. Coding instructions are written by the user to create a "harmonization sheet". This sheet catalogs variable names, domains (e.g. clinical, behavioral, outcomes), provides R code instructions for mapping or conversion of data, specifies the variable name in the harmonized data set, and tracks notes. The package will then harmonize the source datasets according to the harmonization sheet to create a harmonized dataset. Once harmonization is finished, the package also has functions that will create descriptive statistics using 'RMarkdown'. Data Harmonization guidelines have been described by Fortier I, Raina P, Van den Heuvel ER, et al. (2017) <doi:10.1093/ije/dyw075>. Additional details of our R package have been described by Stephen JJ, Carolan P, Krefman AE, et al. (2024) <doi:10.1016/j.patter.2024.101003>.
How to cite:
John Stephen (2025). psHarmonize: Creates a Harmonized Dataset Based on a Set of Instructions. R package version 0.3.6, https://cran.r-project.org/web/packages/psHarmonize. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.3.5 (2025-01-15 11:40)
Other packages that cited psHarmonize R package
View psHarmonize citation profile
Other R packages that psHarmonize depends, imports, suggests or enhances
Complete documentation for psHarmonize
Functions, R codes and Examples using the psHarmonize R package
Full psHarmonize package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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