ComBatFamQC
Comprehensive Batch Effect Diagnostics and Harmonization
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.6 |
rolling linux/jammy R-4.5 | ComBatFamQC_1.0.6.tar.gz |
2.1 MiB |
1.0.6 |
rolling linux/noble R-4.5 | ComBatFamQC_1.0.6.tar.gz |
2.1 MiB |
1.0.6 |
rolling source/ R- | ComBatFamQC_1.0.6.tar.gz |
4.2 MiB |
1.0.6 |
latest linux/jammy R-4.5 | ComBatFamQC_1.0.6.tar.gz |
2.1 MiB |
1.0.6 |
latest linux/noble R-4.5 | ComBatFamQC_1.0.6.tar.gz |
2.1 MiB |
1.0.6 |
latest source/ R- | ComBatFamQC_1.0.6.tar.gz |
4.2 MiB |
1.0.6 |
2026-04-26 source/ R- | ComBatFamQC_1.0.6.tar.gz |
4.2 MiB |
1.0.6 |
2026-04-23 source/ R- | ComBatFamQC_1.0.6.tar.gz |
4.2 MiB |
1.0.6 |
2026-04-09 windows/windows R-4.5 | ComBatFamQC_1.0.6.zip |
2.1 MiB |
1.0.6 |
2025-04-20 source/ R- | ComBatFamQC_1.0.6.tar.gz |
4.2 MiB |