Other packages > Find by keyword >

ComBatFamQC  

Comprehensive Batch Effect Diagnostics and Harmonization
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ComBatFamQC", "1.0.6")



Attach the package and use:
library("ComBatFamQC")
Maintained by
Zheng Ren
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-20
Latest Update: 2025-03-24
Description:
Provides a comprehensive framework for batch effect diagnostics, harmonization, and post-harmonization downstream analysis. Features include interactive visualization tools, robust statistical tests, and a range of harmonization techniques. Additionally, 'ComBatFamQC' enables the creation of life-span age trend plots with estimated age-adjusted centiles and facilitates the generation of covariate-corrected residuals for analytical purposes. Methods for harmonization are based on approaches described in Johnson et al., (2007) <doi:10.1093/biostatistics/kxj037>, Beer et al., (2020) <doi:10.1016/j.neuroimage.2020.117129>, Pomponio et al., (2020) <doi:10.1016/j.neuroimage.2019.116450>, and Chen et al., (2021) <doi:10.1002/hbm.25688>.
How to cite:
Zheng Ren (2025). ComBatFamQC: Comprehensive Batch Effect Diagnostics and Harmonization. R package version 1.0.6, https://cran.r-project.org/web/packages/ComBatFamQC. Accessed 06 Jun. 2026.
Previous versions and publish date:
1.0.2 (2025-01-20 17:44), 1.0.4 (2025-01-25 07:40), 1.0.5 (2025-03-17 08:30)
Other packages that cited ComBatFamQC R package
View ComBatFamQC citation profile
Other R packages that ComBatFamQC depends, imports, suggests or enhances
Complete documentation for ComBatFamQC
Functions, R codes and Examples using the ComBatFamQC R package
Full ComBatFamQC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

odbc  
Connect to ODBC Compatible Databases (using the DBI Interface)
A DBI-compatible interface to ODBC databases. ...
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  
rwavelet  
Wavelet Analysis
Perform wavelet analysis (orthogonal,translation invariant, tensorial, 1-2-3d transforms, thresholdi ...
Download / Learn more Package Citations See dependency  
worrrd  
Generate Wordsearch and Crossword Puzzles
Generate wordsearch and crossword puzzles using custom lists of words (and clues).Make them easy or ...
Download / Learn more Package Citations See dependency  
BALLI  
Expression RNA-Seq Data Analysis Based on Linear Mixed Model
Analysis of gene expression RNA-seq data using Bartlett-Adjusted Likelihood-based LInear model (BALL ...
Download / Learn more Package Citations See dependency  
IAPWS95  
Thermophysical Properties of Water and Steam
An implementation of the International Association for the Properties of Water (IAPWS) Formulation ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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