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 06 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:44), 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

TMDb  
Access to TMDb API
Provides an R-interface to the TMDb API (see TMDb API on < ...
Download / Learn more Package Citations See dependency  
SAMBA  
Selection and Misclassification Bias Adjustment for Logistic Regression Models
Health research using data from electronic health records (EHR) has gained popularity, but miscla ...
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  
RRedshiftSQL  
R Interface to the 'Redshift' Database
Superclasses 'PostgreSQL' connection to help enable full 'dplyr' functionality on 'Redshift'. ...
Download / Learn more Package Citations See dependency  
lsmeans  
Least-Squares Means
Obtain least-squares means for linear, generalized linear, and mixed models. Compute contrasts or l ...
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