DataFusionGDM: Machine Learning for Integrating Partially Overlapped Genetic Datasets
Tools to simulate genetic distance matrices, align and compare them via multidimensional scaling (MDS) and Procrustes, and evaluate imputation with the Bootstrapping Evaluation for Structural Missingness Imputation (BESMI) framework. Methods align with Zhu et al. (2025) <doi:10.3389/fpls.2025.1543956> and the associated software resource Zhu (2025) <doi:10.26188/28602953>.
| Version: | 1.3.2 |
| Depends: | R (≥ 3.6) |
| Imports: | ggplot2, vegan, mice, stats, utils |
| Suggests: | VIM, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-11-04 |
| DOI: | 10.32614/CRAN.package.DataFusionGDM |
| Author: | Jiashuai Zhu 
[aut, cre] (affiliation: Faculty of Science, The University of
Melbourne, Parkville, VIC, Australia; Agriculture Victoria, AgriBio
Centre, Bundoora, VIC, Australia),
The University of Melbourne [cph],
Agriculture Victoria [cph] |
| Maintainer: | Jiashuai Zhu <jiashuai.zhu at student.unimelb.edu.au> |
| BugReports: | https://github.com/jiashuaiz/DataFusion-GDM/issues |
| License: | GPL-3 |
| URL: | https://github.com/jiashuaiz/DataFusion-GDM |
| NeedsCompilation: | no |
| Citation: | DataFusionGDM citation info |
| Materials: | README |
| CRAN checks: | DataFusionGDM results |
Documentation:
| Reference manual: | DataFusionGDM.html , DataFusionGDM.pdf |
| Vignettes: |
BESMI Batch Imputation (source) DataFusionGDM: Getting Started (source, R code) MDS + Procrustes Sensitivity (source) |
Downloads:
| Package source: | DataFusionGDM_1.3.2.tar.gz |
| Windows binaries: | r-devel: DataFusionGDM_1.3.2.zip, r-release: DataFusionGDM_1.3.2.zip, r-oldrel: DataFusionGDM_1.3.2.zip |
| macOS binaries: | r-release (arm64): DataFusionGDM_1.3.2.tgz, r-oldrel (arm64): DataFusionGDM_1.3.2.tgz, r-release (x86_64): DataFusionGDM_1.3.2.tgz, r-oldrel (x86_64): DataFusionGDM_1.3.2.tgz |
Linking:
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